The effect of climate change to palm oil price dynamics: a supply and demand model
The climate change may lead to anomaly in hydrological cycle. Climatic disturbance in precipitation or rainfall rate will turn to impact oil palm production. The low precipitation due to erratic rainfall will affect sex differentiation, abort female inflorescence, and subsequently decrease oil palm...
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description | The climate change may lead to anomaly in hydrological cycle. Climatic disturbance in precipitation or rainfall rate will turn to impact oil palm production. The low precipitation due to erratic rainfall will affect sex differentiation, abort female inflorescence, and subsequently decrease oil palm yield. On a larger scale, the peculiar yield trend will fluctuate oil palm supply and thus impact the crude palm oil (CPO) price. This study was aimed to assess the impact of climate change on palm oil price dynamics and to anticipate its adverse effect faced by the vulnerable smallholder in Indonesia. The system of equations was estimated by employing simultaneous equation model. The simulations were set to generate the forecasts from 2018 to 2050 using Representative Concentration Pathway (RCP) scenarios. A time series data ranging from 1980 to 2018 of CPO yield, oil palm mature areas, stock changes, export, as well as monthly rainfall rate were taken into account. The simulation revealed that the climate change in terms of fluctuating rainfall would cause unfavourable palm oil price level that eventually would exacerbate smallholder welfare. |
doi_str_mv | 10.1088/1755-1315/782/3/032062 |
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Earth and environmental science</title><addtitle>IOP Conf. Ser.: Earth Environ. Sci</addtitle><description>The climate change may lead to anomaly in hydrological cycle. Climatic disturbance in precipitation or rainfall rate will turn to impact oil palm production. The low precipitation due to erratic rainfall will affect sex differentiation, abort female inflorescence, and subsequently decrease oil palm yield. On a larger scale, the peculiar yield trend will fluctuate oil palm supply and thus impact the crude palm oil (CPO) price. This study was aimed to assess the impact of climate change on palm oil price dynamics and to anticipate its adverse effect faced by the vulnerable smallholder in Indonesia. The system of equations was estimated by employing simultaneous equation model. The simulations were set to generate the forecasts from 2018 to 2050 using Representative Concentration Pathway (RCP) scenarios. A time series data ranging from 1980 to 2018 of CPO yield, oil palm mature areas, stock changes, export, as well as monthly rainfall rate were taken into account. The simulation revealed that the climate change in terms of fluctuating rainfall would cause unfavourable palm oil price level that eventually would exacerbate smallholder welfare.</description><subject>Climate change</subject><subject>Climate effects</subject><subject>Environmental assessment</subject><subject>Environmental impact</subject><subject>Hydrologic cycle</subject><subject>Hydrology</subject><subject>Palm oil</subject><subject>Precipitation</subject><subject>Rainfall</subject><subject>Rainfall rate</subject><subject>Sex differentiation</subject><subject>Simultaneous equations</subject><subject>Supply & demand</subject><subject>Vegetable oils</subject><subject>Yield</subject><issn>1755-1307</issn><issn>1755-1315</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>O3W</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNqFkEtLxDAUhYMoOI7-BQm4rs2jedSdDDoKA4KM6xCTG6dD29Sms5h_b0tlXLo6F-4553I_hG4puadE65wqITLKqciVZjnPCWdEsjO0OC3OTzNRl-gqpT0hUhW8XKD37Q4whABuwDFgV1eNHQC7nW2_AA8Rd7ZucKxq3PWVA-yPrW0qlx6wxenQdfUR29ZjD80kTfRQX6OLYOsEN7-6RB_PT9vVS7Z5W7-uHjeZ44KxjOtQlFBo6ykhnjkWlJIgSmWJLwAKVwoHHrTjykkrnFYWtJQW2CeFIlC-RHdzb9fH7wOkwezjoW_Hk4aJgijFhBCjS84u18eUeghmfKSx_dFQYiZ-ZkJjJkxm5Ge4mfmNQTYHq9j9Nf8T-gE9J3Ek</recordid><startdate>20210601</startdate><enddate>20210601</enddate><creator>Oktarina, S D</creator><creator>Nurkhoiry, R</creator><creator>Pradiko, I</creator><general>IOP Publishing</general><scope>O3W</scope><scope>TSCCA</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>PATMY</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PYCSY</scope></search><sort><creationdate>20210601</creationdate><title>The effect of climate change to palm oil price dynamics: a supply and demand model</title><author>Oktarina, S D ; Nurkhoiry, R ; Pradiko, I</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3522-38f49e48ad100d2c2f776e597a0d4ee4c95cede8c37c6a5c87ae866ae2b1e4f13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Climate change</topic><topic>Climate effects</topic><topic>Environmental assessment</topic><topic>Environmental impact</topic><topic>Hydrologic cycle</topic><topic>Hydrology</topic><topic>Palm oil</topic><topic>Precipitation</topic><topic>Rainfall</topic><topic>Rainfall rate</topic><topic>Sex differentiation</topic><topic>Simultaneous equations</topic><topic>Supply & demand</topic><topic>Vegetable oils</topic><topic>Yield</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Oktarina, S D</creatorcontrib><creatorcontrib>Nurkhoiry, R</creatorcontrib><creatorcontrib>Pradiko, I</creatorcontrib><collection>IOP Publishing Free Content</collection><collection>IOPscience (Open Access)</collection><collection>CrossRef</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Environmental Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Environmental Science Collection</collection><jtitle>IOP conference series. Earth and environmental science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Oktarina, S D</au><au>Nurkhoiry, R</au><au>Pradiko, I</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The effect of climate change to palm oil price dynamics: a supply and demand model</atitle><jtitle>IOP conference series. Earth and environmental science</jtitle><addtitle>IOP Conf. Ser.: Earth Environ. Sci</addtitle><date>2021-06-01</date><risdate>2021</risdate><volume>782</volume><issue>3</issue><spage>32062</spage><pages>32062-</pages><issn>1755-1307</issn><eissn>1755-1315</eissn><abstract>The climate change may lead to anomaly in hydrological cycle. Climatic disturbance in precipitation or rainfall rate will turn to impact oil palm production. The low precipitation due to erratic rainfall will affect sex differentiation, abort female inflorescence, and subsequently decrease oil palm yield. On a larger scale, the peculiar yield trend will fluctuate oil palm supply and thus impact the crude palm oil (CPO) price. This study was aimed to assess the impact of climate change on palm oil price dynamics and to anticipate its adverse effect faced by the vulnerable smallholder in Indonesia. The system of equations was estimated by employing simultaneous equation model. The simulations were set to generate the forecasts from 2018 to 2050 using Representative Concentration Pathway (RCP) scenarios. A time series data ranging from 1980 to 2018 of CPO yield, oil palm mature areas, stock changes, export, as well as monthly rainfall rate were taken into account. 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subjects | Climate change Climate effects Environmental assessment Environmental impact Hydrologic cycle Hydrology Palm oil Precipitation Rainfall Rainfall rate Sex differentiation Simultaneous equations Supply & demand Vegetable oils Yield |
title | The effect of climate change to palm oil price dynamics: a supply and demand model |
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