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Mapping of smallholder oil palm plantation and development of a growth model

机译:小型啤酒油棕榈种植和生长模型的发展

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Smallholder plantation accounts for 39% of total oil palm plantation in Indonesia, which is currently estimated at 12 million ha. Limited information on spatial distribution of smallholder oil palm and the growth of plantation pose a great challenge for providing information in scientific based. Therefore, information on smallholder oil palm plantation are necessary and they will give valuable input for policy maker and related stakeholders. This study is aimed to generate smallholder oil palm distribution map using optical satellite data of SPOT 7 and investigate the backscatter values of ALOS PALSAR-2 with height and age of oil palm in mineral soil and peatland. We mapped 46,756 ha of smallholder plantation or about 18% of total oil palm plantation in district of Kotawaringin Barat, Central Kalimantan province and 14% of which is located on peatland area. From the result, height to age mineral soil has a strong relationship with R~2 value 0.80 but weak in peatland with R~2 value 0.31. Relationship between height and backscatter in mineral soil has R~2 value 0.43 for HH and 0.30 for HV and in peatland 0.28 for HH and 0.15. Relationship between age and backscatter in mineral soil has moderately strong correlation with R~2 value 0.55 for HH and 0.37 for HV and in peatland 0.36 for HH and 0.28. In all relationship, independent variables are statistically significant with Significance-F value lower than 0.05. In general, height, age, and backscatter relationship in peatland is lower than in mineral soil. Backscatter value can be useful for studying height and age of smallholder oil palm. Further studies are suggested to involve more potential variables and utilize multi temporal datasets in determining height and age of oil palm trees using backscatter values.
机译:小农种植园占印度尼西亚石油棕榈种植园的39%,目前估计为1200万公顷。有关小农油棕​​榈空间分布的有限信息,种植园生长构成了在科学基础上提供信息的巨大挑战。因此,有关小农油棕​​榈种植园的信息是必要的,他们将为政策制定者和相关利益攸关方提供有价值的投入。本研究旨在使用现货7的光学卫星数据产生小型啤酒棕榈分布图,并研究矿物土壤和泥炭地具有油棕的高度和年龄的alos波尔-2的反散射值。我们映射了46,756公顷的小农种植园,占Kalimantan省中部Kotawaringin Barat区的18%的油棕榈种植园,其中14%位于泥炭地区。从结果,高度矿物土壤与R〜2值有浓厚的关系,但泥炭地具有较弱的岩石,具有R〜2值0.31。矿物土壤高度和后散射之间的关系,HH的HH和0.30的R〜2值为0.43,HH和0.15的泥炭地0.28。矿物土壤和后散射之间的关系与HH和0.36的HH和0.36的HH和0.37的R〜2值与R〜2值0.55相对强烈的相关性。在所有关系中,独立变量具有统计学意义,具有低于0.05的显着性值。一般来说,泥炭地的高度,年龄和后散射关系低于矿物土壤。反向散射值对于学习小农油棕的高度和年龄可有用。建议进一步研究涉及更多潜在的变量,并利用使用反向散射值确定油棕树的高度和年龄的多时间数据集。

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