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Change in distribution of oil palm plantations in Sumatra, Kalimantan and Papua. The change in the distribution of oil palm plantations every 9 years between 2000 and 2018 across three major Indonesian islands: (a) Sumatra, (b) Kalimantan, and (c) Papua. Oil palm plantations are grouped into three categories: (1) RSPO-certified plantations, i.e. certified large-scale industrial plantations (CERT), (2) uncertified plantations within oil palm concession boundaries, i.e. non RSPO-certified large-scale industrial plantations (CONC), and (3) uncertified plantations outside oil palm concessions, i.e. mainly independent small-scale landholders (NCONC).

Change in distribution of oil palm plantations in Sumatra, Kalimantan and Papua. The change in the distribution of oil palm plantations every 9 years between 2000 and 2018 across three major Indonesian islands: (a) Sumatra, (b) Kalimantan, and (c) Papua. Oil palm plantations are grouped into three categories: (1) RSPO-certified plantations, i.e. certified large-scale industrial plantations (CERT), (2) uncertified plantations within oil palm concession boundaries, i.e. non RSPO-certified large-scale industrial plantations (CONC), and (3) uncertified plantations outside oil palm concessions, i.e. mainly independent small-scale landholders (NCONC).

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The Roundtable on Sustainable Palm Oil (RSPO) has emerged as the world’s largest sustainability standard to tackle social and environmental issues associated with the oil palm industry. To date, however, the effectiveness of RSPO certification remains uncertain, especially for socio-economic objectives. Here we evaluate the impact of certification...

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... we evaluate the impact of RSPO certification on village well-being across the main oil palm producing regions of Indonesia: Sumatra (with a land area of 470,000 km 2 and comprising 24,259 villages), Kalimantan (540,000 km 2 ; 7,095 villages), and Papua (420,000 km 2 ; 4,957 villages) (Figure 1). We defined village well-being in terms of the socioeconomic (i.e. ...
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... pace of development in Indonesia's oil palm industry has not been evenly distributed, echoing agrarian development in other tropical countries. Most expansion has taken place in Sumatra (now 81,200 km 2 ) ( Figure 1a), followed by Kalimantan (53,300 km 2 ) (Figure 1b), and more recently Papua (2,100 km 2 ) ( Figure 1c). In Sumatra the current plantation extent has nearly doubled since 2000, while Kalimantan and Papua experienced a fourfold increase in plantation extent in the same period (Figure 1). ...
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... pace of development in Indonesia's oil palm industry has not been evenly distributed, echoing agrarian development in other tropical countries. Most expansion has taken place in Sumatra (now 81,200 km 2 ) ( Figure 1a), followed by Kalimantan (53,300 km 2 ) (Figure 1b), and more recently Papua (2,100 km 2 ) ( Figure 1c). In Sumatra the current plantation extent has nearly doubled since 2000, while Kalimantan and Papua experienced a fourfold increase in plantation extent in the same period (Figure 1). ...
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... pace of development in Indonesia's oil palm industry has not been evenly distributed, echoing agrarian development in other tropical countries. Most expansion has taken place in Sumatra (now 81,200 km 2 ) ( Figure 1a), followed by Kalimantan (53,300 km 2 ) (Figure 1b), and more recently Papua (2,100 km 2 ) ( Figure 1c). In Sumatra the current plantation extent has nearly doubled since 2000, while Kalimantan and Papua experienced a fourfold increase in plantation extent in the same period (Figure 1). ...
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... expansion has taken place in Sumatra (now 81,200 km 2 ) ( Figure 1a), followed by Kalimantan (53,300 km 2 ) (Figure 1b), and more recently Papua (2,100 km 2 ) ( Figure 1c). In Sumatra the current plantation extent has nearly doubled since 2000, while Kalimantan and Papua experienced a fourfold increase in plantation extent in the same period (Figure 1). Thus, the three regions can be viewed as being at advanced, intermediate and early stages of oil palm development, respectively. ...
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... Indonesia, agriculture of more than 25 hectares is classified as an industrial plantation and requires a concession permit (Izin Usaha Perkebunan or IUP), either issued by the head of a regency, mayor, or governor (Ministerial Decree No. 98/Permentan/2013). In Sumatra, oil palm plantations are largely dominated by smallholders that do not require a concession permit (64% for NCONC), and the rate of expansion of smallholder plantations exceeds the rate of expansion of large-scale concession holders from big companies, i.e. uncertified industrial oil palm plantations (CONC) and RSPO-certified industrial plantations (CERT) (Figure 1a). On the other hand, the oil palm area in Kalimantan and Papua is dominated by large-scale industrial concession holders (66% for CONC and CERT combined in Kalimantan and 69% for CONC in Papua), and these concessions play a dominant role in the expansion of oil palm in the last two decades (Figure 1b, c). ...
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... Sumatra, oil palm plantations are largely dominated by smallholders that do not require a concession permit (64% for NCONC), and the rate of expansion of smallholder plantations exceeds the rate of expansion of large-scale concession holders from big companies, i.e. uncertified industrial oil palm plantations (CONC) and RSPO-certified industrial plantations (CERT) (Figure 1a). On the other hand, the oil palm area in Kalimantan and Papua is dominated by large-scale industrial concession holders (66% for CONC and CERT combined in Kalimantan and 69% for CONC in Papua), and these concessions play a dominant role in the expansion of oil palm in the last two decades (Figure 1b, c). Villages with certified oil palm plantations as the primary land use typically undergo a sequence of land use transition prior to the RSPO certification ( Figure S1 in the Supplementary Materials). ...
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... the other hand, the oil palm area in Kalimantan and Papua is dominated by large-scale industrial concession holders (66% for CONC and CERT combined in Kalimantan and 69% for CONC in Papua), and these concessions play a dominant role in the expansion of oil palm in the last two decades (Figure 1b, c). Villages with certified oil palm plantations as the primary land use typically undergo a sequence of land use transition prior to the RSPO certification ( Figure S1 in the Supplementary Materials). The original land cover in most of the study areas was natural forest (55% forest cover on average), from which timber was commercially harvested, resulting in degraded forest stands. ...
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... primary land use change matrices to industrial oil palm plantations and RSPO-certified plantations ( Figure 3a) reflect an underlying pattern of oil palm development and expansion in Indonesia. Papua represents an early stage of the oil palm industry, where plantation development is mainly confined within former or current transmigration villages and operated mostly by large oil palm companies (Budidarsono et al. 2013) (Figures 1a and 3a). Kalimantan represents the intermediate stage of the oil palm industrial development, where company plantations begin to expand rapidly outside transmigration areas towards villages in forested landscapes and dominated by subsistence-based communities (Figures 1b and 3a). ...
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... represents an early stage of the oil palm industry, where plantation development is mainly confined within former or current transmigration villages and operated mostly by large oil palm companies (Budidarsono et al. 2013) (Figures 1a and 3a). Kalimantan represents the intermediate stage of the oil palm industrial development, where company plantations begin to expand rapidly outside transmigration areas towards villages in forested landscapes and dominated by subsistence-based communities (Figures 1b and 3a). These expansions lead to an influx of workers and stimulate spontaneous migrations to the newly opened oil palm areas ( Schoneveld et al. 2019). ...
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... expansions lead to an influx of workers and stimulate spontaneous migrations to the newly opened oil palm areas ( Schoneveld et al. 2019). At this intermediate stage, oil palm smallholdings are also expanding, but the expansion rate is slower that the industrial-scale plantations (Figure 1a). Sumatra represents the advanced stage of oil palm development, where the number of smallholders, who either migrated in the preceding intermediate stage or more recently, continues to grow and expand exceeding the rate of expansion of the company plantations (Figures 1c and 3a). ...
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... this intermediate stage, oil palm smallholdings are also expanding, but the expansion rate is slower that the industrial-scale plantations (Figure 1a). Sumatra represents the advanced stage of oil palm development, where the number of smallholders, who either migrated in the preceding intermediate stage or more recently, continues to grow and expand exceeding the rate of expansion of the company plantations (Figures 1c and 3a). This in turn creates an increasingly complex and intertwining company and smallholder relationship (Euler et al. 2016;Gaveau et al. 2017;Jelsma et al. 2017). ...
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... study covered Sumatra (comprising eight provinces), Kalimantan (five provinces), and Papua (two provinces) (BPS 2014) (Figure 1). In 2017, the population of Sumatra, Kalimantan, and Papua was estimated at 53 million, 16 million, and 4 million, respectively (BPS 2018), with many people residing in coastal areas. ...
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... also used spatial data on oil palm concessions and RSPO member plantations (certified and uncertified) described in Carlson et al. (2018). Combining information on planted oil palm plantations, oil palm concession boundaries, and RSPO member plantations (certified and uncertified), we estimated the distributions of three plantation ownerships: (1) RSPO-certified industrial plantations (CERT); (2) uncertified oil palm plantations within concession boundaries (mainly includes the uncertified RSPOmember industrial plantations and non-RSPO industrial plantations) (CONC); (3) uncertified oil palm plantations outside concession boundaries (mainly includes independent oil palm smallholders) (NCONC) (Figure 1). ...

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