An Analysis of the South Sulawesi Seaweed Industry

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An Analysis of the South Sulawesi Seaweed Industry
COMMODITIES PILOT PROJECT REPORT

  An Analysis of
the South Sulawesi
 Seaweed Industry
An Analysis of the South Sulawesi Seaweed Industry
PAIR:
                                                                The Partnership for Australia-Indonesia Research
                                                                (PAIR), an initiative of The Australia-Indonesia Centre,
                                                                is supported by the Australian Government and run in
                                                                partnership with the Indonesian Ministry of Research
                                                                and Technology, the Indonesian Ministry of Transport,
                                                                the South Sulawesi Provincial Government and many
                                                                organisations and individuals from communities
                                                                and industry.

Authors:                                                        The Australia-Indonesia Centre:
Prof. Nunung Nuryartono, IPB Univesity                          The Australia-Indonesia Centre is a bilateral research
Dr Scott Waldron, The University of Queensland                  consortium supported by both governments, leading
Dr Kustiariyah Tarman, IPB University                           universities and industry. Established in 2014, the Centre
Dr Ulfah J. Siregar, IPB University                             works to advance the people-to-people and institutional
Dr Syamsul H. Pasaribu, IPB University                          links between the two nations in the fields of science,
Dr Alexandra Langford, The University of Queensland             technology, education, innovation and culture. We do
Dr Muhammad Farid, Universitas Airlangga                        this through a research program that tackles shared
Dr Sulfahri, Universitas Hasanuddin                             challenges, and through our outreach activities that
                                                                promote greater understanding of contemporary Indonesia
                                                                and strengthen bilateral research linkages.
Report date: April 2021
                                                                To discover more about the Centre and its activities,
Disclaimer: This report is the result of research funded by     please visit: ausindcentre.org
the Australian Government through the Australia-Indonesia
Centre under the PAIR program. The report was edited
                                                                To cite this report:
by the Australia-Indonesia Centre (AIC). The report is not
intended to provide exhaustive coverage of the topic. The
                                                                This report is the result of research funded by the
information is made available on the understanding that
                                                                Australian Government through the Australia-Indonesia
the AIC is not providing professional advice. While care
                                                                Centre under the PAIR program. Visit ausindcentre.org
has been taken to ensure the information in this report is
accurate, we do not accept any liability for any loss arising   Nuryartono N., Waldron S., Tarman K., Siregar U., Pasaribu
from reliance on the information, or from any error or          S., Langford A., Farid M., and Sulfahri, (2021), An Analysis
omission, in the report. We do not endorse any company          of the South Sulawesi Seaweed Industry’, The Australia-
or activity referred to in the report, and do not accept        Indonesia Centre.
responsibility for any losses suffered in connection with
any company or its activities.
T H E PA R T N E R S H I P F O R A U S T R A L I A - I N D O N E S I A R E S E A R C H ( PA I R )

                                                                                                                                                     I am delighted to share our
                                                                                                                                                     preliminary findings from the
                                                                                                                                                     Partnership for Australia-Indonesia
                                                                                                                                                     Research (PAIR).

                                                                                                                                                     PAIR is a development initiative
                                                                                                                                                     that brings together researchers,
                                                                                                                                                     policymakers, business and
                                                                                                                                                     community groups to find solutions
                                                                                                                                                     to real problems. We do this in
                                                                                                                                                     an integrated, collaborative and
                                                                                                                                                     evidence-based way.

i                                                                          3
                                                                                                                                                     We anchor our research on a segment
                                                                                                                                                     of Indonesia’s ambitious Trans-
                                                                                                                                                     Sulawesi railway network – the new
                                                                                                                                                     145-kilometre railway line connecting
                                                                                                                                                     two major port cities: Makassar and
                                                                                                                                                     Parepare.
                                                                           Analysis and results�����������������������������������P7
Executive summary����������������������������������������i                3.1.      Seaweed industry trends�������������P7                          The railway line will provide much-
                                                                                                                                                      needed transport for people and
                                                                           3.2.      A value chain analysis of the .                                  goods. It also stands to stimulate the

1
                                                                                     seaweed industry�������������������������������P9               local economy, boost commodities
                                                                                                                                                      and transform communities. Yet,
                                                                           3.3.      Seaweed livelihoods���������������������P12
                                                                                                                                                      experience shows that investments in
                                                                           3.4.      Researching seaweed during                                       connectivity do not necessarily benefit
                                                                                     COVID-19������������������������������������������������ P14    local communities if they are not
                                                                                                                                                     ‘people-centric’ - that is sustainable,

                                                                           4
                                                                                                                                                      affordable and accessible. Businesses
Introduction���������������������������������������������������������P5                                                                              are unable to realise the new railway
                                                                                                                                                      line’s potential without good planning
                                                                                                                                                      and design of infrastructure. Poor

2
                                                                                                                                                      intermodal connectivity, scheduling
                                                                           Conclusions and                                                            and intervention are unlikely to
                                                                           recommendations����������������������������������� P18                    encourage use. Moreover, people are
                                                                                                                                                      likely to remain disadvantaged if they
                                                                           4.1.      Conclusion�������������������������������������������� P18      lack the knowledge needed to take
                                                                           4.2.      Recommendations������������������������ P19                     advantage of opportunities, and if
                                                                                                                                                      they lack access to resources, or the
Methodology�����������������������������������������������������P6        4.3.      References������������������������������������������ P20        skills required to thrive and enterprise.

                                                                                                                                                     Our research explores four areas:
                                                                                                                                                     commodities; transport, logistics and
                                                                                                                                                     supply chain; young people, health
                                                                                                                                                     and wellbeing; and young people
                                                                                                                                                     and development. We investigate
                                                                                                                                                     what the railway lines mean for local
                                                                                                                                                     communities, how they respond
                                                                                                                                                     to change, and how they can take
                                                                                                                                                     advantage of emerging opportunities.

                                                                                                                                                     Warm regards,

                                                                                                                                                     Dr Eugene Sebastian
                                                                                                                                                     PAIR Program Director
                                                                                                                                                     The Australia-Indonesia Centre
COMMODITIES   PILOT PROJECT REPORT

                                                         EXECUTIVE SUMMARY

                                       The Indonesian seaweed industry
                                       has expanded rapidly over the last
                                         20 years and now supports the
                                        livelihoods of more than 35,000
                                           coastal households in South
                                              Sulawesi (BPS 2020).

                                     The Government of Indonesia has prioritised the
                                     industry’s development, recognising the vital role it
                                     plays in reducing poverty in coastal communities.

                                     But it is not all good news. The industry suffers from poor
                                     coordination between farmers, traders and processors, limiting
                                     farmer incomes and creating quality issues for processors. And in
                                     common with most other industries, it has been affected by the
                                     COVID-19 pandemic.

                                     This pilot project takes a four-stage approach to gain a better
                                     understanding of the industry.

                                     Firstly, it reviews the global trends in the Indonesian seaweed
                                     industry. It outlines how growing global demand for hydrocolloids
                                     (often used as gelling agents in food processing) has driven the
                                     expansion of cultivation of a narrow range of seaweed species across
                                     the Indonesian archipelago, enabled by the unique characteristics of
                                     coastal farming households.

                                     Secondly, it outlines the value chain of the industry, exploring how
                                     the phyconomic characteristics of seaweed production shape its
                                     cultivation and the livelihoods it supports, and how these in turn
                                     interact with domestic marketing systems, the processing sector,
                                     and global value chains.

                                     Thirdly, it takes a closer look at seaweed livelihoods, using a
                                     livelihoods analysis of the industry to identify the key needs of
                                     farmers.

                                     Finally, it considers techniques for researching the industry during
                                     COVID-19 and shows how satellite data can provide insights into the
                                     industry and how it has changed during the global pandemic.

                                     These four sections provide insights into the industry which support
                                     the development and implementation of the Commodities Research
                                     Group’s proposed Strategic Integrated Project (SIP) for 2021-2022.

                                                                                                            i
COMMODITIES                  PILOT PROJECT REPORT

           1 .0 . I N T R O D U C T I O N                                industry (Valderrama et al. 2013;                            which will support the development
                                                                         Neish 2013; Salayo et al. 2012;                              and implementation of the SIP.
           Since the year 2000, seaweed                                  Suyo et al. 2020) and varying
                                                                         benefits to different community                              The results of this pilot project
           farming has expanded rapidly
                                                                         and household members (eg                                    are organised in four parts:
           across coastal Indonesia. Although
           many species of seaweed are                                   De la Torre-Castro et al. 2017;
                                                                                                                                     • Section 1.4.1. reviews the
           commercially cultivated, just                                 Henríquez-Antipa & Cárcamo 2019;
                                                                                                                                       global trends in the Indonesian
           seven represent over 95 per cent                              Larson et al. 2020).
                                                                                                                                       seaweed industry and outlines
           of the value of global aquatic                                                                                              how growing global demand
                                                                        Recognising the increasingly
           plants (FAO 2020). Of these, four                                                                                           for hydrocolloids has driven
                                                                        important role of seaweed in
           are high-value food products                                                                                                the expansion of seaweed
                                                                        coastal livelihoods, the Indonesian
           grown primarily in China, Korea                                                                                             cultivation across the Indonesian
                                                                        government has prioritised industry
           and Japan. The remaining three –                                                                                            archipelago. This is important
                                                                        development, most recently in
           species of Gracilaria, Eucheuma                                                                                             for understanding the current
                                                                        Presidential Decree 33-2019
           and Kappaphycus – are used to                                                                                               patterns of production and
                                                                        (Peraturan Presiden Republik
           produce carrageenan and agar,                                                                                               processing, as well as for
                                                                        Indonesia Nomor 33 Tahun
           which are hydrocolloids used                                                                                                identifying future opportunities
                                                                        2019 tentang Peta Panduan
           as gelling agents in a range of                                                                                             and risks in the industry.
                                                                        Pengembangan Industri Rumput
           applications. Indonesia produces                                                                                          • Section 1.4.2. undertakes an
                                                                        Laut Nasional Tahun 2018-2021).
           66 per cent of the global supply                                                                                            initial characterisation of the
                                                                        This provides a road map for the
           of these hydrocolloid seaweeds                                                                                              seaweed value chain, looking
                                                                        development of the seaweed
           (Figure 2).                                                                                                                 at phyconomy, cultivation and
                                                                        industry from 2018 to 2021 and
                                                                        outlines opportunities for increased                           livelihoods, domestic marketing,
           Hydrocolloid seaweeds are
                                                                        seaweed production and increased                               processing, global value chains,
           much lower in value than food
                                                                        domestic value-adding processing.                              and policies and institutions.
           seaweeds, so Indonesian seaweed
                                                                        Efforts to improve value adding                              • Section 1.4.3. is a livelihoods
           production is undertaken mainly by
                                                                        have targeted food products,                                   analysis of seaweed farming and
           low-income smallholder farmers,
                                                                        animal feed products, fertilisers,                             introduces an initial household
           primarily in Eastern Indonesia. They
                                                                        cosmetics and bioethanol (eg Aji                               budget for use in characterising
           can work around seasonal and tidal
                                                                        et al. 2019; Mantri et al. 2017;                               seaweed farming households.
           changes and have limited other
                                                                        Munandar et al. 2019; Nurjana et                             • Section 1.4.4. introduces initial
           income generation opportunities
                                                                        al 2016; Rasyid 2017; Sulfahri et                              work using satellite data for
           (Langford et al. 2020a; 2020b;
                                                                        al. 2020a; 2020b; Tarman et al.                                researching the industry during
           2021).
                                                                        2020; Yusuf et al. 2020).                                      COVID-19.
           Seaweed farming is an important
           income source for more than                                   Attempts to improve production
           267,000 rural households in                                   focus on growth rates and quality
           Indonesia (Presidential Decree                                improvements but the industry
           33-2019, p.17), who earn profits                              faces multiple issues, such as
           of around US$2,000 annually                                   high transportation and logistics
           (Presidential Decree 33-2019,                                 costs and a lack of infrastructure
           p.16). Farmers frequently perceive                            development (Presidential Decree
           seaweed farming as more lucrative                             33-2019 p. 30).
           than more established industries
                                                                         The needs of farmers, traders and
           such as copra, cocoa and other
                                                                         processors are poorly understood
           marine industries (Arsyad et al.
                                                                        – limiting the design of effective
           2014; Aslan et al. 2018; Mariño et
                                                                         policy. More informed data
           al. 2019; Steenbergen et al. 2017).
                                                                         is needed.
           Farmers also report a range of
                                                                         South Sulawesi is Indonesia’s
           other benefits from seaweed
                                                                         largest seaweed-producing
           farming, such as an increased
                                                                         province, producing over a third of
           ability to manage their income
                                                                         the nation’s seaweed, and more
           and save for large purchases
                                                                         than 20 per cent of the global
           (Mariño et al. 2019; Steenbergen
                                                                         supply of carrageenan seaweeds.
           et al. 2017). These sit alongside a
                                                                         This pilot project seeks to provide
           variety of other environmental and
                                                                         insights into the seaweed industry
           social changes associated with the

T H E A U S T R A L I A - I N D O N E S I A C E N T R E | PA R T N E R S H I P F O R A U S T R A L I A - I N D O N E S I A R E S E A R C H                       5
COMMODITIES                  PILOT PROJECT REPORT

           2 .0 . M E T H O D O L O G Y

              Due to the restrictions on travel and fieldwork created by
              the COVID-19 pandemic, this research relies substantially
                     on secondary data and review of literature.

                Secondary data was sought from both publicly available
                and non-publicly available sources (such as government
                                    departments).

           This included customs data                                     Basemaps are mosaics of images taken across the month and pieced
           disaggregated at a level beyond that                           together to account for cloud cover. Available monthly from PlanetLabs,
           which is publicly available, quarterly                         they make immediate analysis of changes in the industry possible. We used
           seaweed production estimates                                   them to identify plots of farmed seaweed in Pangkep Regency. Shapefiles
           from the South Sulawesi Fisheries                              were created in ArcGIS Pro using rectangles to represent each seaweed
           department, global and national                                plot, and maps were generated to show the area under seaweed production
           production estimates, rainfall                                 in each month. The area of these rectangles was aggregated to calculate
           records and price information. We                              the total area under seaweed production in each month. This satellite data
           also used remote interviews with                               was triangulated with rainfall data (obtained from the Badan Meteorologi,
           farmers and industry stakeholders                              Klimatologi, dan Geofisika (BMKG), online data service records from the
           to interpret and supplement this                               Stasium Klimatologi Maros), price data (obtained from JaSuDa, an industry
           data.                                                          information portal managed by Coordinating Ministry for Economic Affairs/
                                                                          Kemenko Ekonomi), and informal interview data.
           Remote sensing data has
           been used to monitor seaweed                                   As such, we have proposed developing this methodology in the SIP. We
           production patterns. Satellite data                            have also shared initial results from this study with the South Sulawesi
           provides an extremely useful, low-                             DKP, who have expressed interest in accessing an expanded version of this
           cost tool for monitoring the industry.                         dataset, and in working with us to interpret this data and refine systems for
           It is typically low resolution and not                         collecting production data.
           suitable for identifying seaweed
           culture sites (Hossain et al. 2016).
           However, they are clearly visible
           on high-resolution (~3m) satellite
           imagery (Figure 1) such as that
           available on Google Earth. High-
           resolution, high-frequency satellite
           data has only recently become
           available but provides a potentially
           very useful, up-to-date insight into
           the seaweed industry.

                                                                           Figure 1 Seaweed plots visible on PlanetLabs basemap for May
                                                                           2020. 119.5683687°E 4.5996097°S

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COMMODITIES                  PILOT PROJECT REPORT

                                                                                                                                    20000000                                                                                                            China
3 .0 . A N A L Y S I S A N D R E S U L T S                                                                                          18000000                                                                                                            Indonesia

                                                                                                                                    16000000                                                                                                            Republic of Korea
                                                                                                                                                                                                                                                        Philippines
                                                                                                                                    14000000
This pilot project involved four key study                                                                                                                                                                                                              Korea, Dem. People’s Rep

                                                                          Production (tonnes)
                                                                                                                                    12000000
areas, the results of which are presented                                                                                                                                                                                                               Japan
                                                                                                                                    10000000
below.                                                                                                                              8000000
                                                                                                                                                                                                                                                        Rest of the world

                                                                                                                                    6000000
                                                                                                                                     4000000
                                                                                                                                     2000000

3 .1 . S E A W E E D I N D U S T R Y                                                                                                         0
TRENDS                                                                                                                                           1950       1960             1970          1980          1990       2000         2010       2020

                                                                                                                                                                                                  Year

Seaweed is rich in nutrients1 and has                                            Figure 2 Global aquatic plant production by country (Source: FAO stats)
been used as a food source for centuries.
Increasingly, seaweeds are used to                                                                                                 Type    Species                             Main Products                    USD/kg Main producers
produce hydrocolloids – gelling agents                                                                                                                                         Food – kombu,                              China, South Korea,
                                                                                                                                           Saccharina japonica        4
                                                                                                                                                                                                                $373
widely used in food manufacturing as well                                                                                                                                      alginate                                   North Korea
                                                                                                                          Brown
as cosmetics and the pharmaceutical                                                                                                        Undaria pinnatifida5                Food – wakame                    $667      China, South Korea, Japan
industry.                                                                                                                                  Sargassum fusiforme 6               Food – hiziki                    $759      China, South Korea
                                                                                                                                           Porphyra spp.7                      Food – nori                      $905      China, Japan, South Korea
Global seaweed production                                                                                                          Red
                                                                                                                                           Eucheuma spp.8                      Carrageenan                      $108      Indonesia, Philippines
                                                                                                                                           Kappaphycus alvarezii9              Carrageenan                      $110      Indonesia, Philippines
In 2017, just six countries produced 96 per                                                                                                Gracilaria spp.10                   Agar                             $420      Indonesia, China
cent of the world’s aquatic plants (mostly
seaweed). China and Indonesia are the                                            Table 1 Intensively cultivated commercial seaweed
largest producers, producing 54 per cent
and 30 per cent of the world’s supply                                                                                                                               Edible Seaweeds                              Hydrocolloid Seaweeds

respectively (Figure 2).
                                                                                   Global seaweed production by value and weight

Seaweeds are classified into three                                                                                                    12000000

groups – red, brown and green. There are                                                                                              10000000

221 species of commercially produced                                                                                                     8000000
seaweed, but just seven of these (Table 1)
                                                                                                                                         6000000
comprise 95 per cent of the global value of
aquatic plants (Figure 3). Of these species,                                                                                             4000000

four are primarily consumed as food                                                                                                      2000000

products, while three are used primarily to
                                                                                                                                               0
produce the hydrocolloids carrageenan and                                                                                                          Saccharina
                                                                                                                                                    Japonica
                                                                                                                                                                 Undaria
                                                                                                                                                                pinnatifida
                                                                                                                                                                              Sargassum
                                                                                                                                                                               fusiforme
                                                                                                                                                                                            Porphyra
                                                                                                                                                                                              spp.
                                                                                                                                                                                                          Eucheuma Kappaphycus Gracilaria
                                                                                                                                                                                                            spp.     alvarezii   spp.
                                                                                                                                                                                                                                            All other

agar. Indonesia, China and the Philippines                                                                                                                                                   Tonnes      USD
produce most of the world’s hydrocolloid
seaweeds, while China, North Korea, South                                        Figure 3 Global aquatic plant production by species11 (Source: FAO Stats)
Korea and Japan produce the world’s entire
supply of edible seaweeds.                                                       1. Including macronutrients such as sodium, calcium, magnesium, potassium, chlorine,
                                                                                 sulphur and phosphorus, micronutrients such as iodine, iron, zinc, copper, selenium,
                                                                                 molybdenum, fluoride, manganese, boron, nickel and cobalt, and vitamins such as B12, A,
Food seaweeds                                                                    and K (Ferdouse et al. 2018: 1). 2. 97 per cent of the world supply of Kappaphycus alvarezzi,
                                                                                 Gracilaria spp and Eucheuma spp. 3. Based on FAO reported 2017 value and weight for each
The food species Saccharina japonica,                                            species 4. Saccharina Japonica (Japanese kelp). Formerly known as Laminaria japonica 5.
Undaria pinnatifida, Sargassum fusiforme                                         Undaria pinnatifida (wakame) 6. Sargassum fusiforme (Fusiform sargassum) 7. Porphyra
and Porphyra spp are produced exclusively                                        spp includes Porphyra tenera (Laver (Nori)), Porphyra spp (Nori Nei) Does not include
                                                                                 Porphyra columbina as there is no production of this 8. Eucheuma spp – includes Eucheuma
by China, Japan, North Korea and South                                           spp (Eucheuma spp Nnei) and Eucheuma denticulatum (spiny Eucheuma) formerly known
Korea. Some 62 per cent of this is                                               as Eucheuma spinosum 9. Kappaphycus alvarezii (Elkhorn sea moss) formerly known as
Chinese-produced Saccharina Japonica.                                            Eucheuma cottoni 10. Gracilaria spp includes Gracilaria verrucosa (warty Gracilaria), Gracilaria
                                                                                 gracilis (slender wart weed), Gracilaria spp (Gracilaria seaweeds) 11. Eucheuma spp and
Saccharina Japonica is also used to                                              Kappaphycus alvarezii are included in the category of carrageenan seaweeds. Kappaphycus
produce the hydrocolloid alginate, but                                           alvarezii was previously known as Eucheuma cottoni and appears to be included under
alginate production competes with the                                            Eucheuma spp for some country’s datasets, including Indonesia.
higher-value use of Saccharina Japonica
for direct consumption and so is minimally
viable.

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COMMODITIES                  PILOT PROJECT REPORT

Carrageenan seaweeds                                                                                      12000000                                                                                                                            Indonesia
                                                                                                                                                                                                                                              Philippines
The carrageenan seaweeds Eucheuma                                                                        10000000
                                                                                                                                                                                                                                              Rest of World

denticulatum (formerly known as
Eucheuma spinosum) and Kappaphycus                                                                        8000000

                                                                                   Production (tonnes)
alvarezii (formerly known as Eucheuma
cottoni) are produced primarily in                                                                        6000000

Indonesia and the Philippines, which
contribute 82 per cent and 14 per cent                                                                    4000000

of global supply respectively (Figure
                                                                                                          2000000
4). These carrageenan seaweeds are
significantly lower value than other species                                                                          0
(Table 1, Figure 3).
                                                                                                                      1950        1960             1970         1980               1990          2000             2010          2020

Demand for carrageenan has risen                                                                                                                                           Year

with demand for processed foods. In                                                                     Figure 4 Global carrageenan seaweed production (Source: FAO Stats)
the late 1960s, it was discovered that
Eucheuma seaweeds in the Philippines                                                                     3500000
could produce high-quality carrageenan.
                                                                                                                                                                                                                                  Indonesia
The first Eucheuma seaweed farm there                                                                    3000000
                                                                                                                                                                                                                                  China
was established in 1969, and thrived due                                                                                                                                                                                          All other
                                                                                                         2500000
to low labour costs. Efforts to establish
                                                                           Production (tonnes)

plantation-style farms in the Philippines                                                                2000000
failed: smallholders fared better due to
the low-cost barriers to entry and the                                                                   1500000

need for a highly flexible workforce that
                                                                                                         1000000
could work according to moon and tide
times. Carrageenan seaweeds were soon                                                                     500000
introduced to Indonesia, which is now the
world’s largest producer. (Figure 4).                                                                             0
                                                                                                                          1950    1960            1970        1980           1990           2000           2010          2020

Agar seaweeds                                                                                                                                                        Year

                                                                                                        Figure 5 Global Gracilaria spp seaweed production (Source: FAO stats)
Gracilaria spp are widely used to produce
agar, another important colloid in food
manufacturing. Together, China and
Indonesia produce virtually all of the
world’s Gracilaria (72 per cent and 28
per cent of global supply respectively)
(Figure 5). The Gracilaria spp group, native                                                            Kappaphycus alvarezii                Eucheuma deniculatum                 Gracilaria verrucose
                                                                                                        (formerly Euchema cottonii)          (formerly Euchema spinosum)
to China, includes over 100 species.
Commercial cultivation of Gracilaria began                                                    Figure 6 Widely cultivated Indonesian species
in China in the late 1950s, and in the
1980s cultivation on suspended lines was
developed. Production expanded rapidly                                                                   12000000
                                                                                                                                                                                                                                       Carrageenan seaweeds
in the early 2000s, mostly with Gracilaria                                                                                                                                                                                             Gracilaria seaweeds
                                                                                                         10000000                                                                                                                      Other red seaweeds
verrucose. Gracilaria production is now
highly concentrated in Indonesia and
                                                                           Production weight (tonnes)

China, and demand continues to increase                                                                   8000000

with demand for processed foods.
                                                                                                          6000000

Indonesian seaweed production
                                                                                                          4000000
Indonesia produces primarily carrageenan
seaweeds (87 per cent of national
                                                                                                          2000000
production), but also the agar-producing
variety Gracilaria verrucose (12 per cent                                                                          0
of national production) and small amounts                                                                          1950               1960          1970          1980               1990           2000            2010          2020
of other red seaweed species (Figures 6                                                                                                                                     Year
& 7).                                                                                                   Figure 7 Indonesian seaweed production by species (Source: FAO stats)

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COMMODITIES                  PILOT PROJECT REPORT

Production is concentrated in Eastern
Indonesia, particularly in Sulawesi, NTB
and NTT (Figure 8). South Sulawesi alone
produces 3.66 million tonnes of seaweed
a year – over a third of Indonesia’s total
seaweed supply and 11 per cent of global
supply. South Sulawesi has been named
a priority region for seaweed farming
expansion, with up to 250,000 ha of
farms possible (Presidential Decree 33-
2019). Seaweed production in South
Sulawesi is concentrated along the South
                                                                           Figure 8 2017 Seaweed Production Distribution in Indonesia by weight
Eastern coastlines, although Pangkep
district has more than doubled production                                  Source – 2017 production data
in the last five years (Figure 9).

These factors show how global demand for
hydrocolloids has fuelled the development
of what has become a highly significant
industry.

3 .2 . A V A L U E C H A I N
A N A LY S I S O F T H E S E A W E E D
INDUSTRY

Value chain analyses can generate
a range of insights into the seaweed
industry to support development of
stronger policy (see Neish 2013b; 2015;
Mulyati 2015; Mulyati & Geldermann
2017; Teniwut et al. 2017; Teniwut 2019;
Suadi & Kusano 2019; Ramirez, Narvaz                                       Figure 9 Seaweed production in South Sulawesi
& Santos-Ramirez 2010; Puspita & Azis
2019; Cuaton 2019; Nor et al. 2019).                                       Source – 2017 production data
In this section we examine the value
chain in six parts: phyconomy, cultivation                                  Significant advances have been made in farming techniques (Hurtado et al. 2013;
and livelihoods; domestic marketing;                                        Hurtado, Neish & Critchley 2015). Numerous factors affect seaweed growth rate,
processing; international marketing and                                     including water temperature, irradiance, salinity, nutrients, pH, seed size and genetic
policies and institutions (see Figure 10).                                  material, sedimentation levels, water oxygen levels, fish grazing, epiphyte growth and
                                                                            disease infection (Ateweberhan, Rougier & Rakotomahazo 2015; Azanza & Ask 2017).

                                                                            Salinity appears particularly significant. The optimal salinity for growth of Kappaphycus
3 .2 .1 . P H Y C O N O M Y                                                 spp. and Kappaphycus alvarezii is 30-33 and 25-35 psu respectively (Azanza &
                                                                            Ask 2017). Seawater has a salinity of 35 psu, so reduced salinity due to rainfall in
Phyconomy is the commercial farming of                                      certain seasons can significantly increase seaweed production. The growth rate and
marine algae (Hurtado, Neish & Critchley                                    carrageenan production of seaweeds are related, so seasonal differences in both are
2019). Three main species of seaweed                                        significant (Wakibia et al. 2006; de Góes & Reis 2012; Hayashi et al. 2007; 2011;
are grown in Indonesia. Two are used                                        2017).
to produce carrageenan (Eucheuma
deniculatum, formerly known as                                                                          Cultivation &                Domestic                     International
                                                                              Phyconomy                                                          Processing
Eucheuma spinosum, and Kappaphycus                                                                       Livelihoods                 marketing                      marketing
alvarezii, formerly known as Eucheuma
cottoni), while one is used to produce agar                                                                              Policies and Institutions
(Gracilaria spp).
                                                                            Figure 10 Seaweed industry value chain

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South Sulawesi alone
   produces 3.66 million
    tonnes of seaweed
    a year – over a third
    of Indonesia’s total
  seaweed supply and 11
 per cent of global supply.
It’s been named a priority
    region for seaweed
 farming expansion, with
    up to 250,000 ha of
       farms possible.
COMMODITIES                  PILOT PROJECT REPORT

           Nitrogen fertiliser run off from                             reproduction (Msuya & Porter 2014;                           back times are still an important
           rainfall on land is another factor.                          Largo et al. 2017).                                          consideration – one study in the
           Nutrient levels affect seaweed                                                                                            Philippines suggested six to nine
           growth rate and it appears that                              This all indicates a need for further                        months was typical (Samonte
           nitrogen insufficiency may limit                             applied studies of seaweed growth                            2017).
           growth rates (Li, Li & Wu 1990)                              rates, carrageenan yields and
           or lead to substantial increases                             environmental impacts. These                                 The economic benefits from
           (Nursidi et al. 2017; Forero 2017).                          studies should be grounded in                                seaweed farming may be prioritised
                                                                        particular geographical contexts,                            over environmental concerns
           Acidic seawater conditions (Zitta et                         such as South Sulawesi, and                                  (Akrim, Dirawan & Rauf 2019), and
           al. 2012) and planting distances                             mapped against farmer responses                              rapid livelihood transitions can be
           (Febriyanti et al. 2019) also affect                         to changing environments to                                  unsustainable (eg Steenbergen,
           growth rates. Understanding more                             understand the interplay of                                  Marlessy & Holle 2017). In addition,
           about the factors affecting seaweed                          biological, social and economic                              transition to seaweed farming
           growth rates and carrageenan                                 processes.                                                   can generate social changes
           production could increase                                                                                                 (Rahim 2019; Mariño et al. 2019;
           productivity, and may also help with                                                                                      Mirera et al. 2020). In seaweed
           planning seaweed farming sites                                                                                            farming villages, internal support
           (Teniwut, Marimin & Djatna 2018;                             3. 2. 2. C U L T I V A T I O N A N D                         mechanisms (such as family) are
           Utama & Handayani 2018).                                     LIVELIHOODS                                                  extremely important (Suyo et al.
                                                                                                                                     2020).
           Seaweed is clonally propagated
                                                                        Farmers typically purchase seeds
           using cuttings and due to the short                                                                                       Women dominate seaweed farming
                                                                        from other farmers or from
           season and reuse of seedlings,                                                                                            in some areas (Mirera et al. 2020);
                                                                        government, and then tie the
           genetic material quality has declined                                                                                     it can be an important income
                                                                        seaweed propagules onto ropes
           rapidly, leading to lower yields and                                                                                      source for rural women (Periyasamy,
                                                                        which are hung in the ocean for
           quality and more disease (Hurtado,                                                                                        Anantharaman & Balasubramanian
                                                                        around 40 days. They then harvest
           Magdugo & Critchley 2020). Some                                                                                           2014; Cuaton 2019). It appears
                                                                        and dry the seaweed before selling
           projects have sought to improve                                                                                           common for women to be involved
                                                                        to traders.
           seaweed cultivation through                                                                                               in all stages of preparation, on-farm,
           distributing improved genetic                                In South Sulawesi, seaweed farmers                           processing and marketing activities
           material (eg. Galon 2019; Halling et                         typically also produce other products                        (Msuya & Hurtado 2017; Ramirez,
           al. 2013). Maintaining and improving                         (Aslan et al. 2015). Coastal people                          Narvaez & Santos-Ramirez 2020).
           the quality of genetic material is                           often report earning higher incomes                          However, women may have reduced
           a major challenge for the industry                           from seaweed farming than other                              access to external support (Suyo et
           (Hurtado, Magdugo & Critchley                                activities (Aslan et al. 2018;                               al. 2020).
           2020).                                                       Poeloengasih et al. 2014; Sitompul
                                                                                                                                     The comparatively high but variable
                                                                        & Matasik 2019; Sunadji & Lusiana
           The environmental sustainability                                                                                          income earned from seaweed
                                                                        2019), although the profitability of
           of the industry affects productivity                                                                                      farming, reliance on capital inputs
                                                                        different systems varies significantly
           locally, as well as having broader                                                                                        and access to sea areas, different
                                                                        (FAO 2013; Valderrama et al. 2015;
           impacts. Seaweed farming can                                                                                              labour requirements and different
                                                                        Dos Santos et al. 2018).
           alter fish assemblages and                                                                                                income return patterns all shape the
           ecological processes in surrounding                          Several studies discuss the benefits                         daily activities and social relations of
           areas (Chacin et al. 2020) and                               of income diversification through                            those in the industry. For example,
           negatively affect biodiversity of                            seaweed farming (eg FAO 2013;                                farmers often use the frequent small
           native species (Tano et al. 2015).                           Salayo et al. 2012; Yarish et al.                            amounts they earn from fishing to
           The environmental impacts                                    2014; Shanmugam et al. 2017),                                meet daily needs, and the larger,
           vary significantly with location                             but many farmers continue to live                            infrequent payments from seaweed
           (Castelar et al. 2015). In addition,                         under the poverty line (Aslan et al.                         to fund items such as children’s
           pests and disease are a major                                2018). Often low uptake of new                               school fees (Aslan et al. 2018).
           challenge (Pang et al. 2015). And                            technologies limits productivity                             Close attention to how engaging
           while climate change apparently                              and income generation (eg Yusuf,                             in this cash crop shapes social
           increases the area suitable for                              Arsyad & Nuddin 2018). Farmers                               relations is needed.
           carrageenan seaweed farming,                                 can lack access to information
           it also creates higher surface                               about technologies and marketing
           seawater temperatures and may                                opportunities (Nuryadi et al. 2019).
           have negative effects on seaweed                             Capital costs are low, but pay

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COMMODITIES                  PILOT PROJECT REPORT

           3 .2 .3 . D O M E S T I C                                    Makassar handles seaweed from                                Indonesian red seaweeds show
           MARKETING                                                    South Sulawesi and around eastern                            promise for developing cosmetic
                                                                        Indonesia (Sutinah et al. 2018).                             or pharmaceutical products
           Traders are important in the                                 There is a need to map the work                              (Khatulistiani et al. 2020; Puspita
           seaweed industry (Mulyati 2015;                              of local traders and profit margins                          et al. 2020). Research into food
           Sutinah et al. 2018) but their                               across the value chain, and target                           products is popular, but there
           profitability varies (Sutinah et                             seaweed drying issues.                                       are concerns about heavy metal
           al. 2018). Some are local-level                                                                                           contamination (Afiah, Supartono &
           traders who sell to larger traders                                                                                        Suwondo 2019).
           or processors; others operate
                                                                        3. 2. 4. P R O C E S S I N G                                 Realistically, the industry is
           regionally to repack seaweed and
                                                                                                                                     likely to remain centered around
           resell it to exporters or processors.
                                                                                                                                     carrageenan production for some
           Often multiple marketing channels                            Indonesia’s seaweed processing
                                                                                                                                     time. European markets increasingly
           exist with different proportions of                          industry is primarily focused on
                                                                                                                                     demand high-quality carrageenan
           profits going to farmers, small-scale                        creating carrageenan products,
                                                                                                                                     blends with particular attributes
           traders and regional traders (Tumiwa                         used in food processing (see
                                                                                                                                     (Centre for the Promotion of Imports
           et al. 2017; Sutinah et al. 2018).                           Pereira 2016; Loureiro et al. 2017).
                                                                                                                                     from Developing Countries 2019).
           At the village level, traders are                            Global carrageenan prices typically
                                                                                                                                     Multiple factors, determined earlier
           often the only source of marketing                           follow those in Indonesia since
                                                                                                                                     in the supply chain, affect quality.
           information for farmers (Nor 2016)                           Indonesia dominates world supply
                                                                                                                                     As such, better integration between
           and can set the local price because                          (Campbell & Hotchkiss 2017),
                                                                                                                                     seaweed farmers and processors
           they provide other services such as                          while demand for processed foods
                                                                                                                                     could significantly improve the
           informal credit and transportation                           and the operations of the major
                                                                                                                                     quality of the inputs into the
           (Nor 2016). Farmer cooperatives                              Chinese carrageenan processor BLG
                                                                                                                                     processing industry, to mutual
           may be beneficial (Nor et al. 2016;                          affect prices significantly. However,
                                                                                                                                     benefit.
           2017), and seaweed information                               relatively little of Indonesia’s RDS
           centres and extension programs                               is processed into value-added                                Waste streams from carrageenan
           may provide crucial support to                               products such as carrageenan,                                production represent a major
           farmers (Teniwut 2019).                                      and the domestic processing                                  environmental hazard (Mulyati
                                                                        industry has generally struggled to                          2015). This is a priority area for
           The poor quality of raw dried                                compete with Chinese processors,                             future research.
           seaweed (RDS) is a major challenge                           partly because processing relies
           for traders. Drying is a particular                          on chemical imports from China                               The Multi-Stream Zero Effluent
           issue: it affects quality for traders                        (Centre for the Promotion of Imports                         (MUZE) process is promising (Neish
           (Katili, Dali & Yusuf 2019; Vairappan                        from Developing Countries, 2019).                            2013 a; 2013b; 2015; Neish &
           et al. 2014), while farmers often                            The 2019 Presidential Decree                                 Suryanarayan 2017) – it aims to
           struggle to dry their seaweed in the                         emphasised the importance of                                 increase the range of seaweed
           wet season. Seaweed is dried by                              developing new value-added                                   products and improving efficiency
           either hanging or lying on tarpaulins                        products from seaweed such                                   by skipping drying and using raw
           or on the ground for up to a week                            as food, animal feed, fertilisers,                           seaweed juice as an input. However,
           to reduce the moisture content                               cosmetics and bioethanol. Many                               the need for quick transport of
           to an optimal 35 per cent. The                               research projects are now targeting                          the perishable juice would require
           drying method affects the moisture                           these goals (eg Aji et al. 2019;                             reorganisation of supply chains.
           content, as well as the presence                             Mantri et al. 2017; Munandar et al.                          That may not be feasible in some
           of contaminants such as salt, dirt                           2019; Nurjana et al. 2016; Rasyid                            locations.
           and sand. RDS with high moisture,                            2017; Sulfahri et al. 2020a; 2020b;
           sand and salt content is cheaper for                         Tarman et al, 2020; Yusuf et al.
           traders, since the RDS may shrink                            2020).
           (as it dries further in transit) or be                                                                                    3.2.5. I N T E R N A T I O N A L
           cleaned by purchasers. The drying                            Attempts are being made to expand                            TRADE
           of seaweed is therefore key to                               the range of products from seaweed
           improving the value chain. The use                           (Álvarez et al. 2019) and to reduce                          We used Revealed Comparative
           of solar ‘greenhouse’ drying is an                           waste (Ortiz-Tena, Schieder &                                Advantage (RCA) and input-output
           important development (Hurtado et                            Sieber 2017). Efforts to develop                             analysis to analyse the importance
           al. 2013; Pangan, Ampo & Barredo                             macroalgae-based biofuels have                               of Indonesian seaweed in the global
           2020) although it is yet to be widely                        been promising (Meinita et al 2015;                          market.
           adopted and is subject to weather                            Gao 2020, and see PAIR outputs
           fluctuations.                                                Sulfahri et al. 2020a; 2020b).

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COMMODITIES                  PILOT PROJECT REPORT

           Seaweed production in Indonesia                              demands on capital, technology                               considers the interaction between
           increased from 6.5 million tons in                           and management capacities. One                               seaweed farmers capital assets,
           2012 to 10.5 million tons in 2017,                           approach to this is through foreign                          vulnerability context, policies and
           and accounted for on average                                 investment in Indonesia, notably the                         institutions, livelihood strategies and
           69 per cent of total aquaculture                             development of a major processing                            livelihood outcomes (Figure 3.3.1).
           in Indonesia from 2012-2017                                  facility by the Chinese carrageenan                          This framework will be used to
           (KKP Statistics 2019). More than                             producer BLG. Indonesian                                     conceptualise and conduct research
           139,500 households were involved                             policymakers and industry must                               in the SIP.
           in seaweed aquaculture in Indonesia                          develop a feasible strategy on the
           in 2016 and Indonesian seaweed                               most beneficial place for Indonesia                          Due to COVID-19, we largely
           exports increased from US$134                                and South Sulawesi in the global                             focused on desktop analysis, and
           million in 2012 to US$219 million in                         seaweed value chain, which can be                            the development of a household
           2019 (UN Comtrade 2020). Using                               accompanied by appropriate policy                            seaweed budget described here.
           average RCA scores to examine                                and technological measures.                                  The model is primarily concerned
           export competitiveness from                                                                                               with the economics of seaweed
           2012 to 2019, it was found that                                                                                           cultivation, including cash income
           Indonesia was ranked second after                                                                                         and (gendered) labour use,
           the Republic of Korea as seaweed                             3. 2. 6. P O L I C I E S A N D                               which are central to household
           exporters to the global market for                           INSTITUTIONS                                                 livelihoods, but also incorporates
           “seaweeds and other algae; fit for                                                                                        most dimensions identified by Serrat
           human consumption” (HS code:                                                                                              (2017) above.
                                                                        International trade policy has
           121221) and second after Chile                               an important impact on the                                   The bio-economic model of a
           for “seaweeds and other algae;                               competitiveness of seaweed value                             seaweed household is designed
           not fit for human consumption”                               chains (Tombolotutu et al. 2019)                             to simulate household seaweed
           (HS code: 121229). Our input-                                and Value Added Tax exemptions                               production systems, so that they
           output analysis undertaken using                             are designed to support the industry                         can be understood, quantified and
           the IO database in 2010 found                                (Anugrahayu, Darwanto, & Jamhari                             improved. Improvements can include
           that 61 per cent of Indonesian                               2017). More strategic distribution of                        those in productivity, profitability
           seaweed production went into input/                          collection and processing activities                         and – importantly – labour
           intermediate demand for other                                could reduce risks in supply                                 allocation of all family members
           sectors of production, while only                            chains (Mulyati 2015; Mulyati &                              with different roles. The findings can
           39 per cent went to final demand,                            Geldermann 2017). Studies of the                             be used directly by households or
           such as household consumption and                            organisation of seaweed farming                              incorporated into provincial and local
           exports. Furthermore, by comparing                           support coastal zone management                              policy and extension systems. The
           to other aquatic products such as                            planning (Rameshkumar & Rajaram                              structure of the model is presented
           fish, shrimp, other crustaceans                              2018), while developing appropriate                          below.
           and other aquatic biota, seaweed                             biosecurity legislation is a challenge
           had the highest performance in                               (Campbell et al. 2019; Kambey et                             The model, built in Excel, is based
           total forward linkages at 1.775,                             al. 2020 Mateo 2020). The impact                             on a representative household
           compared to fish for example at                              of Indonesia’s public institutions                           in Pangkep Sub-district. Model
           1.630, reflecting the substantial                            on the seaweed industry vary, and                            design and parameters were
           value adding that occurs. For output                         research to support close integration                        obtained from studies on household
           and income, seaweed produced                                 between policymakers, industry                               seaweed cultivation (see above) and
           multipliers at 1.167 and 0.123                               stakeholders and farmers could                               cross-checked with local experts.
           respectively in 2010. Based on                               improve outcomes.                                            The model extends on previous
           our initial results, we conclude that                                                                                     approaches in several ways. First, it
           the seaweed sector is becoming                               These challenges can be                                      has a strong seasonality dimension,
           more important to the Indonesian                             approached through strategic,                                based on seaweed production
           economy.                                                     targeted interdisciplinary research,                         cycles (45-90 days). This allows
                                                                        as outlined in Section 4.2.                                  examination of model results
           Indonesia is seeking ways to move
                                                                                                                                     (productivity, labour use, prices and
           global value chains up toward the
                                                                                                                                     profitability) at different times of the
           “driving points” of the chains where
                                                                                                                                     year, which can guide household
           more value can be accrued. As                                3. 3. S E A W E E D                                          decisions and extension. Second,
           discussed above (1.4.2.4), this is                           LIVELIHOODS
                                                                                                                                     the model uses the performance
           especially through further processing
                                                                                                                                     indicator of “returns to labour”
           to semi-refined seaweeds and final                           A sustainable livelihoods approach                           (based on income and labour
           products within Indonesia, including                         to researching the seaweed industry                          use recorded in labour diaries).
           South Sulawesi. This places high

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COMMODITIES                  PILOT PROJECT REPORT

Households can then make decisions                                                       Capital assets
about how best to use their time for
seaweed cultivation (by season) and
compare with other activities.
                                                                                                Human
Simulations run by the model will provide
recommendations for households to
                                                                                                                                             Policies and institutions        Livelihood outcomes
adjust production by season, the length                                      Social                                     Natural
of the production cycle, use their own                                                                                                       • Structures                     • Sustainable use of
seedlings or buy in, use fertiliser, replace                                                                                                    • Government                       natural resources
or prune seaweed, conduct different                                                                                                             • Private sector              • Income
post-harvest management processes, or                                                                                                        • Processes                      • Well-being
change the time of selling to maximise                                             Physical                   Financial                         • Laws                        • Vulnerability
prices.                                                                                                                                         • Policies                    • Food security
                                                                                                                                                • Culture
The budgets will be populated in the SIP                                                                                                        • Institutions
through surveys, online data collection                                          Vulnerability context
methods (for example labour diaries,
                                                                                 • Shocks
price information) and through more
                                                                                 • Seasonalities                                                                              Livelihood strategies
qualitative means (household videos and
                                                                                 • Critical trends
chat groups). This process aims to develop
and share the economic and production
management skills of the households
involved in the research.
                                                                            Figure 3.3.1. The Sustainable Livelihoods Approach. Reproduced from Serrat (2017)

3 .3 .1 . R E S E A R C H I N G
SEAWEED DURING COVID-19                                                                              Household seaweed production system
                                                                                                                       By production cycles
COVID-19 has created new and significant                                                                                                                         Farm equipment
challenges for seaweed farming
communities, and limited the ability of                                                                                                                          • Upfront investment

researchers to enter these communities                                                                                                                           • Depreciation costs

and explore these challenges. To counter                                        Revenues

this, we used remote sensing data to                                            • Seaweed sales
                                                                                                                                                                 Variable costs incl.
monitor seaweed production (see Section                                         • Cuttings
2.0). The following sections describe the                                                                                                                        • Cuttings
results of the analysis and consider the                                                                                                                         • Hired labour
opportunities for expanding the use of this
data.

                                                                                                             = Gross profit
3 .3 .2 . S P A T I A L L Y A N D
                                                                                                             – Finance cost (loans)
T E M P O R A L LY D E T A I L E D
PRODUCTION ESTIMATES                                                                                         = Net profit

                                                                                                             / Labour days by household
Figure 1.4.4.1a shows the results of
                                                                                                             And cash-flow statement
the mapping exercise for 2018. 2018
was selected as a typical year, as                                                                           For seaweed

2019’s atypical rainfall resulted in lower
production, and the pandemic affected
production dynamics in 2020. The image                                                                        Compared to other activities
shows the very extreme seasonality of
                                                                                                              • Rice
seaweed farming, with over two-thirds of
                                                                                                              • Other ag
production occurring in just three months
                                                                                                              • Off-farm work
of that year (Feb-April), and 90 per cent of
production occurring in the first six months
of that year (Figure 11).                                                 Figure 3.3.1a. Structure of a bio-economic model of a seaweed household in
                                                                          South Sulawesi

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COMMODITIES                  PILOT PROJECT REPORT

Mapping the area under seaweed                                             suggests either an increase in seaweed planting, or a decrease in seaweed harvesting. An
production as viewed on satellite data                                     increase in seaweed is likely due to a range of environmental, socio-economic and policy
against rainfall patterns yields the                                       factors. Environmentally, 2020 is a La Niña year, and as a result, variations in rainfall and
results shown in Figure 12. Seaweed                                        water temperature are expected.
growth rates are strongly affected
by seasonal variations in salinity,                                        In addition, the impact of the pandemic on employment across Indonesia could
light intensity and sea waves. Neish                                       see increased labour availability to seaweed farming, particularly among people
(2015) reports that growth rates at                                        (especially youth) who were previously working or studying in urban areas. Furthermore,
favourable times of year are as much                                       agricultural extension policy, such as the government seed distribution programs
as five times higher than in less                                          implemented in Pangkep in 2020, may make seaweed farming more favourable.
favourable times. Seaweed growth                                           Alternatively, it is possible that seaweed harvesting has decreased in response to low
rates are strongly affected by salinity
levels in the water, which are closely
linked to regional rainfall patterns
(Bahiyah et al. 2019). The hydrocolloid
seaweeds grown in Indonesia grow
best at salinities of 29-34 ppt
(Presidential Decree 33-2019, p. 22).
This is slightly lower than the average
seawater salinity, 35 ppt. From March
to May, salinity in the Java sea off
South Sulawesi is substantially lower
than at other times due to high rainfall                                         January                                            February                                              March                                               April                                               May                                              June
in surrounding areas (Bahiyah et al.
2019). Rainfall in South Sulawesi also
increases river flows that transport
nutrients to the sea (Fendi et al.
2019), although excessive rainfall may
inhibit seaweed growth. During periods
of favourable freshwater flows in the
first half of the year, seaweed farming
expands to cover offshore areas, and
contracts again as river flows reduce
and seawater enters the Java sea later
in the year.                                                                             July                                        August                                        September                                           October                                         November                                           December

                                                                           Figure 11 The area of seaweed planted along the mainland coastline of Pangkep in 2018

3 .3 .3 . M O N I T O R I N G T H E
SEAWEED INDUSTRY
DURING COVID-19                                                            6             Area
                                                                                                           Rainfall                                                                                                                                                                                                                                                  800

The travel restrictions associated with                                    5

COVID-19 have limited the ability of                                                                                                                                                                                                                                                                                                                                 600

researchers and government to explore                                      4
                                                                                                                                                                                                                                                                                                                                                                           Rainfall (mm)
                                                              Area (km2)

the impacts of the pandemic. The
                                                                           3
use of satellite data offered a partial                                                                                                                                                                                                                                                                                                                              400

solution to this.                                                          2

In 2020, the area under seaweed                                                                                                                                                                                                                                                                                                                                      200
                                                                           1
production from May to August was
on average more than double that in                                        0                                                                                                                                                                                                                                                                                         0
previous years (Figure 14). No increase
                                                                               April
                                                                                       May
                                                                                             June
                                                                                                    July
                                                                                                           Aug
                                                                                                                 Sept
                                                                                                                        Oct
                                                                                                                              Nov
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                                                                                                                                                                                                                                                                                            Nov
                                                                                                                                                                                                                                                                                                  Dec

                                                                                                                                                                                                                                                                                                                    March
                                                                                                                                                                                                                                                                                                                            April
                                                                                                                                                                                                                                                                                                        Jan

                                                                                                                                                                                                                                                                                                                                    May

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                                                                                                                                                                                                                                                                                                                                          June
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was observed from February to April,                                                                                                                                          2018                                                              2019                                                                                2020
                                                                                                2017
likely because the area suitable for
seaweed farming was already close                                     Figure 12 Area under seaweed production is highly seasonal and linked to rainfall patterns
to capacity in these months. The
                                                                      Data Sources: BMKG (2020); Planet Team (2020)
higher area under seaweed cultivation

T H E A U S T R A L I A - I N D O N E S I A C E N T R E | PA R T N E R S H I P F O R A U S T R A L I A - I N D O N E S I A R E S E A R C H                                                                                                                                                                15
COMMODITIES                  PILOT PROJECT REPORT

prices, either as a storage technique                                                                    3. 3. 4. I N S I G H T S
or due to insufficient returns to labour.
However, we have not found reports                                                                       The results of this analysis suggest that there is significant potential for newly
to suggest this. On the contrary, most                                                                   available, high-resolution, high-frequency satellite data to be usefully employed
reports suggest an increase in production                                                                in the seaweed industry to monitor production and inform policy. An accurate,
during the pandemic, despite reduced                                                                     spatially and temporally detailed understanding of seaweed farming patterns is
government production targets (Ambari                                                                    important for a range of purposes, such as land and sea use planning and zoning,
2020).                                                                                                   identifying technical issues in the industry, and improving industry integration, and
                                                                                                         for national and international statistical reporting processes.
A clear effect of COVID-19 has been a
decline in seaweed prices alongside a                                                                    By mapping and quantifying the area under seaweed production monthly, it has
decrease in the cost of labour. In Bali,                                                                 been possible to generate disaggregated production estimates that illustrate the
reports suggest that many tourism                                                                        very dramatic changes in seaweed production patterns throughout the year. This
operators affected by the pandemic have                                                                  data makes possible a range of analyses with important policy implications.
returned to seaweed farming, which
many had left seeking better returns                                                                     Firstly, detailed production data for the province would enable analysis of the
(BBC 2020; Pratiwi 2020). This is despite                                                                impact of various environmental factors on seaweed growth rates. Some studies
significant declines in seaweed farmgate
prices (Figure 154. On average, prices                                                                         7

have declined by 33 per cent in the South
Sulawesi locations for which data is                                                                          6
available since the start of the pandemic.
This trend is reflected throughout the
country, with average prices dropping                                                                         5

from IDR 22,286 to IDR 13,961 since
the pandemic began (Figure 8). As
                                                                                                              4
seaweed farming was already a marginally
                                                                       Area (km2)

productive activity, such a decline could
completely erase its profitability after                                                                      3
accounting for input, capital depreciation,
and labour costs. A report from Sulawesi
                                                                                                              2
suggested that in one region, prices fell
from IDR 22,000 to IDR 13,000 while
seed costs remained constant. This saw                                                                         1
farmers reporting losses after accounting
for seaweed seed and labour costs
(Febriady 2020). Such an increase in                                                                          0

production alongside a decrease in price                                                                               Jan    Feb     March      April          May   June   July          Aug          Sept   Oct   Nov    Dec
is the inverse of the normal response.
One explanation for this is lower input                                                                                                                  2017         2018          2019            2020
costs, in this case likely that of labour. It is
                                                                                      Figure 13 Area under seaweed production from May – August 2020 is significantly higher
suggested the decrease in seaweed prices
                                                                                      than in previous years (satellite data)
is linked to temporary export suspensions
during the pandemic, leading to a lack
                                                                                                             30000
of storage facilities and falling prices
                                                                           Raw dried seaweed price (Rp/kg)

(Kementerian Perdagangan Republik
Indonesia 2020). These factors suggest
                                                                                                             20000
significant disruption to the seaweed
industry since the onset of the pandemic,                                                                                        Bali
                                                                                                                                 Central Sulawesi
with some suggesting the need for policy                                                                                         Kalimantan
                                                                                                             10000
intervention to stabilise falling prices                                                                                         Maluku
                                                                                                                                 NTT
(Warta Ekonomi 2020).                                                                                                            South East Sulawesi
                                                                                                                                                                                    COVID-19 Public Health Emergency of
                                                                                                                                 South Sulawesi                                     International Concern declared
                                                                                                                   0
                                                                                                                        Jan Feb Mar April May June July Aug Sept Oct Nov Dec Jan Feb Mar April May J une July Aug Sept Oct Nov Dec

                                                                                                                                              2019                                               2020

                                                                                                  Figure 14 Purchase price for dried Cottoni (Kappaphycus alvarezii) across Indonesia
                                                                                                  have declined an average of 37 per cent from January to September 2020. Data Source:
                                                                                                  Average monthly price reported on JaSuDa (2020)

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There is significant
    potential for newly
available, high-resolution,
 high-frequency satellite
    data to be usefully
employed in the seaweed
   industry to monitor
  production and inform
     policy... This data
  provides a very useful
source of information for
refining official estimate.
COMMODITIES                  PILOT PROJECT REPORT

           have attempted to assess the                                 not available). Both the satellite                           4.0. C O N C L U S I O N A N D
           relative importance of these factors                         data and the quarterly production                            RECOMMENDATIONS
           (Geromel de Góes & Perpetuo                                  estimates generate estimates of
           Reis 2012) but have been limited                             production based on area under
           by constraints on the size of the                            cultivation, and do not account for
           study and the number of locations                            losses prior to harvest or during
                                                                                                                                     4.1. C O N C L U S I O N
           considered. Understanding seasonal                           drying or storage.
           patterns of seaweed farming
                                                                        Despite these limitations, the data                          This pilot project contributes new
           across a large area – for example,
                                                                        presented in this paper provides                             knowledge in four key areas: 1)
           if satellite data were analysed for
                                                                        an additional source for mapping                             an in-depth and comprehensive
           the whole of South Sulawesi, or at
                                                                        seaweed cultivation which is                                 understanding of change in seaweed
           a number of locations throughout
                                                                        easy to generate across large                                production worldwide, in Indonesia
           Indonesia – this data could be
                                                                        areas to a high level of detail. It                          and South Sulawesi; 2) an in-
           used to generate robust models
                                                                        could be usefully employed to                                depth and comprehensive review
           of the likely impact of a range of
                                                                        benchmark other government                                   of seaweed value chains, including
           environmental factors on seaweed
                                                                        production estimates and improve                             lessons from previous studies and
           farming.
                                                                        their accuracy, and as a point of                            other areas; 3) a framework and
           Secondly, this data could be used to                         comparison for a range of farming                            tools from which to analyse the
           undertake logistics modelling across                         locations. This data therefore                               livelihoods of seaweed farmers;
           the province, and would vastly                               provides a very useful source of                             and 4) an introduction to the use of
           increase the accuracy of logistics                           information for refining official                            remote sensing data for monitoring
           models. This would prove useful                              estimates, as a cross-verification                           the seaweed industry.
           in planning policy interventions to                          of sources is expected to lead to a
                                                                                                                                     Overall, this provides important
           support sustainable development of                           more accurate picture.
                                                                                                                                     insights which support the
           the seaweed industry.
                                                                        Finally, this data can provide very                          development and implementation of
           The satellite data provided here                             fast and up-to-date information on                           the SIP.
           has limitations. The accuracy of                             the impact on farmers of significant
           the assessment is limited by the                             environmental and socio-economic
           resolution of the imagery, and                               events, such as the COVID-19
           the presence of cloud cover. This                            pandemic.                                                    4.2. R E C O M M E N D A T I O N S
           study used monthly basemaps
           that represent a range rather                                                                                             We have developed a series of
           than a point of time. And while                                                                                           recommended areas for further
           seaweed plots can be identified                                                                                           investigation, which underpin
           with reasonable accuracy in shallow                                                                                       the design of our SIP. These are
           water, this is harder in deeper                                                                                           structured around the same sections
           water. The colour gradient in coastal                                                                                     as used in the value chain analysis
           waters introduces challenges for                                                                                          in Section 1.4.2.
           automated image processing and
           makes processing of imagery over
           large areas difficult, since plots
           are identified by shape more than                                                                                         4.2.1. S U P P O R T
           by colour. In addition, the variable                                                                                      IMPROVED,
           measured is area under production                                                                                         SUSTAINABLE
           rather than weight produced. Since                                                                                        PHYCONOMIC PRACTICES
           the growth rate often varies by
           up to five times between seasons                                                                                          The first key area of research is to
           (Neish 2015), seasonal production                                                                                         further the development of improved
           differences may be more or less                                                                                           and sustainable phyconomic
           pronounced than estimated by this                                                                                         practices. This should involve,
           data, depending on whether farmers                                                                                        firstly, comprehensive mapping
           respond to lower growth rates by                                                                                          of seaweed production patterns
           reducing production (and perhaps                                                                                          around the province, using satellite
           diverting their labour to more                                                                                            data as described in Section 1.4.4.
           productive activities) or increasing                                                                                      Secondly, characterisation of the
           production (as may occur if other                                                                                         factors affecting seaweed growth
           income-generation activities are                                                                                          rate and carrageenan yield should

T H E A U S T R A L I A - I N D O N E S I A C E N T R E | PA R T N E R S H I P F O R A U S T R A L I A - I N D O N E S I A R E S E A R C H                      18
COMMODITIES                  PILOT PROJECT REPORT

           be undertaken, and these should be                           locations. It should also involve                            4.2.6. S U P P O R T
           mapped against production patterns                           a logistics analysis of seasonal                             THE SUSTAINABLE
           to develop a better understanding                            seaweed trade flows around the                               DEVELOPMENT OF THE
           of the seasonality of production.                            province, which could be supported                           INDUSTRY THROUGH
           Thirdly, the environmental effects                           by satellite data as indicated in                            EFFECTIVE POLICY
           of seaweed cultivation should be                             Section 1.4.4. In addition, research
           examined, including the effect on                            to improve seaweed drying practices                          Finally, research from the above
           marine biodiversity (particularly                            should be undertaken, including the                          five agendas should by analysed
           in Marine Protected Areas off the                            development of a low-cost design                             to provide recommendations
           coastline of Pangkep) and on ocean                           for constructing a dryer from local                          into industry policies, laws
           plastics.                                                    materials. Tests on the effects of                           and institutions; to develop
                                                                        changed drying practices on the                              communication technologies and
                                                                        domestic marketing system should                             recommendations to develop
                                                                        be undertaken.                                               industry information and technical
           4 .2 .2 . S U P P O R T                                                                                                   information systems; and to provide
           SUSTAINABLE AND                                                                                                           recommendations on marine
           JUST LIVELIHOOD                                                                                                           planning and zoning.
           TRANSITIONS                                                  4. 2. 4. S U P P O R T
                                                                        AN EFFICIENT
           The next key area of research                                AND PROFITABLE
           is to understand the social and                              PROCESSING SECTOR
           economic effects of transitions
           to seaweed farming. This should                              Further research to support
           include a thorough investigation of                          technical innovation in processing
           seaweed livelihoods, including both                          is needed. This includes efforts
           quantitative methods (to benchmark                           to develop new products (such as
           seaweed producers against a range                            food, pharmaceuticals, fertilisers
           of other Indonesian households with                          and biofuels) from seaweed, as
           different livelihood strategies) and                         well as innovation to reduce waste
           qualitative methods (to understand                           streams, and develop more efficient
           the drivers and motivations of                               processes such as using Multi-
           seaweed farmers and the range                                Stream Zero Effluent processing.
           of social effects associated with
           seaweed farming). This should be
           supported by modelling of household
           budgets such as that initially                               4. 2. 5. S U P P O R T
           developed in Section 1.4.3.                                  I N D O N E S I A’ S
                                                                        COMPETITIVENESS IN
                                                                        G L O B A L S U P P LY C H A I N S

           4 .2 .3 . S U P P O R T A N                                  The fifth key research priority
           EQUITABLE AND                                                identified is the characterisation
           EFFICIENT DOMESTIC                                           of global value chains. The pilot
           MARKETING SYSTEM                                             project highlighted the increasing
                                                                        importance of the seaweed industry
           Research is required to understand                           to Indonesia’s economy and the
           the domestic marketing system,                               important role Indonesian seaweed
           including the role of traders of                             plays in global trade flows. Further
           different scales operating in different                      research should expand this analysis
           locations. This should involve a                             by mapping and quantifying global
           range of qualitative and quantitative                        trade flows of seaweed products,
           methods to characterise the                                  characterising international
           marketing systems, the margins                               carrageenan markets and further
           captured by different actors and                             developing our analysis of
           the drivers of different benefits                            Indonesia’s competitive advantage
           to different actors in different                             in the global seaweed value chain.

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