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International Journal of Remote Sensing Volume 39, 2018 - Issue 18: The Earth as a planet
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Towards global oil palm plantation mapping using remote-sensing data

Yuqi ChengMinistry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing, ChinaView further author information
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Le YuMinistry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing, China;Joint Center for Global Change Studies, Beijing, ChinaCorrespondence[email protected]
ORCID Iconhttp://orcid.org/0000-0003-3115-2042View further author information
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Yidi XuMinistry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing, ChinaView further author information
,
Xiaoxuan LiuMinistry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing, ChinaView further author information
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Hui LuMinistry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing, China;Joint Center for Global Change Studies, Beijing, ChinaORCID Iconhttp://orcid.org/0000-0003-1640-239XView further author information
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Arthur P. CracknellSchool of Science and Engineering, University of Dundee, Dundee, UKView further author information
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Kasturi KanniahCentre for Environmental Sustainability and Water Security (IPASA), Research Institute for Sustainable Environment (RISE) and Faculty of Geoinformation and Real Estate, Universiti Teknologi Malaysia, Johor Bahru, Johor, MalaysiaORCID Iconhttp://orcid.org/0000-0001-6736-4819View further author information
ORCID Icon &
Peng GongMinistry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing, China;Joint Center for Global Change Studies, Beijing, ChinaView further author information
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Pages 5891-5906 | Received 28 Jan 2018, Accepted 10 Jun 2018, Published online: 09 Jul 2018

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You Xu, Dongjie Fu, Hao Yu, Fenzhen Su, Vincent Lyne, Rong Fan, Bin He, Tingting Pan & Jiasheng Tang. (2023) High-resolution global mature and young oil palm plantation subclass maps for 2020. International Journal of Digital Earth 16:1, pages 2168-2188.
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Melissa Wagner, Elizabeth A. Wentz & Michelle Stuhlmacher. (2022) Quantifying oil palm expansion in Southeast Asia from 2000 to 2015: A data fusion approach. Journal of Land Use Science 17:1, pages 26-46.
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Runmin Dong, Weijia Li, Haohuan Fu, Lin Gan, Le Yu, Juepeng Zheng & Maocai Xia. (2020) Oil palm plantation mapping from high-resolution remote sensing images using deep learning. International Journal of Remote Sensing 41:5, pages 2022-2046.
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Philippa J. Mason & Arthur P Cracknell. (2018) The Earth as a planet. International Journal of Remote Sensing 39:18, pages 5767-5769.
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Articles from other publishers (19)

Qiang Zhao, Le Yu, Xiyu Li, Yidi Xu, Zhenrong Du, Kasturi Kanniah, Chengxiu Li, Wenhua Cai, Hui Lin, Dailiang Peng, Yongguang Zhang & Peng Gong. (2024) The expansion and remaining suitable areas of global oil palm plantations. Global Sustainability 7.
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Carlos Souza Jr. (2023) Assessing the scale of rubber deforestation in southeast Asia. Nature 623:7986, pages 256-257.
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Serdar Selim, Burçin Dönmez & Ali Kilçik. (2022) Determination of the optimum number of sample points to classify land cover types and estimate the contribution of trees on ecosystem services using the I‐Tree Canopy tool. Integrated Environmental Assessment and Management 19:3, pages 726-734.
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Jacob Abramowitz, Emil Cherrington, Robert Griffin, Rebekke Muench & Foster Mensah. (2023) Differentiating oil palm plantations from natural forest to improve land cover mapping in Ghana. Remote Sensing Applications: Society and Environment 30, pages 100968.
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Mohammad Nishat Akhtar, Emaad Ansari, Syed Sahal Nazli Alhady & Elmi Abu Bakar. (2023) Leveraging on Advanced Remote Sensing- and Artificial Intelligence-Based Technologies to Manage Palm Oil Plantation for Current Global Scenario: A Review. Agriculture 13:2, pages 504.
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Jon McCalmont, Lip Khoon Kho, Yit Arn Teh, Melanie Chocholek, Elisa Rumpang, Lucy Rowland, Mohd Hadi Akbar Basri & Tim Hill. (2023) Oil palm (Elaeis guineensis) plantation on tropical peatland in South East Asia: Photosynthetic response to soil drainage level for mitigation of soil carbon emissions. Science of The Total Environment 858, pages 159356.
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Maria Elena Perdomo, Manuel Cardona, Denisse Melisa Castro & Wendy Melany Mejia. (2022) Literature Review on Artificial Intelligence Implementation in the Honduran Agricultural Sector. Literature Review on Artificial Intelligence Implementation in the Honduran Agricultural Sector.
Ju Zeng, Mou Leong Tan, Yi Lin Tew, Fei Zhang, Tao Wang, Narimah Samat, Fredolin Tangang & Zulkifli Yusop. (2022) Optimization of Open-Access Optical and Radar Satellite Data in Google Earth Engine for Oil Palm Mapping in the Muda River Basin, Malaysia. Agriculture 12:9, pages 1435.
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Fernando Troya, Paulo N. Bernardino & Ben Somers. (2022) Inter-Annual Climate Variability Impact on Oil Palm Mapping. Remote Sensing 14:13, pages 3104.
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Josué Valente Lima, Ricardo Salles Tinôco, Fabio Lopes Olivares, Gilson Sanchez Chia, José Ailton Gomes de Melo Júnior & Gisele Barata da Silva. (2021) Rhizobacteria modify root architecture and improve nutrient uptake in oil palm seedlings despite reduced fertilizer. Rhizosphere 19, pages 100420.
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Andrés C. Rodríguez, Stefano D'Aronco, Konrad Schindler & Jan D. Wegner. (2021) Mapping oil palm density at country scale: An active learning approach. Remote Sensing of Environment 261, pages 112479.
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Yidi Xu, Philippe Ciais, Le Yu, Wei Li, Xiuzhi Chen, Haicheng Zhang, Chao Yue, Kasturi Kanniah, Arthur P. Cracknell & Peng Gong. (2021) Oil palm modelling in the global land surface model ORCHIDEE-MICT. Geoscientific Model Development 14:7, pages 4573-4592.
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Jon McCalmont, Lip Khoon Kho, Yit Arn Teh, Kennedy Lewis, Melanie Chocholek, Elisa Rumpang & Timothy Hill. (2021) Short‐ and long‐term carbon emissions from oil palm plantations converted from logged tropical peat swamp forest. Global Change Biology 27:11, pages 2361-2376.
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Olga Danylo, Johannes Pirker, Guido Lemoine, Guido Ceccherini, Linda See, Ian McCallum, Hadi, Florian Kraxner, Frédéric Achard & Steffen Fritz. (2021) A map of the extent and year of detection of oil palm plantations in Indonesia, Malaysia and Thailand. Scientific Data 8:1.
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Yousra Hamrouni, Eric Paillassa, Véronique Chéret, Claude Monteil & David Sheeren. (2021) From local to global: A transfer learning-based approach for mapping poplar plantations at national scale using Sentinel-2. ISPRS Journal of Photogrammetry and Remote Sensing 171, pages 76-100.
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Han Liu, Peng Gong, Jie Wang, Nicholas Clinton, Yuqi Bai & Shunlin Liang. (2020) Annual dynamics of global land cover and its long-term changes from 1982 to 2015. Earth System Science Data 12:2, pages 1217-1243.
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Thuan Sarzynski, Xingli Giam, Luis Carrasco & Janice Ser Huay Lee. (2020) Combining Radar and Optical Imagery to Map Oil Palm Plantations in Sumatra, Indonesia, Using the Google Earth Engine. Remote Sensing 12:7, pages 1220.
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Weijia Li, Conghui He, Haohuan Fu, Juepeng Zheng, Runmin Dong, Maocai Xia, Le Yu & Wayne Luk. (2019) A Real-Time Tree Crown Detection Approach for Large-Scale Remote Sensing Images on FPGAs. Remote Sensing 11:9, pages 1025.
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Weijia Li, Runmin Dong, Haohuan Fu & and Le Yu. (2018) Large-Scale Oil Palm Tree Detection from High-Resolution Satellite Images Using Two-Stage Convolutional Neural Networks. Remote Sensing 11:1, pages 11.
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