Joint cascaded 3DCNN and SDTA encoding for tree species classification using UAV-based hyperspectral image in mining areas.

Jinliang Wang 0002 Yunnan Normal University, Faculty of Geography, College of Tourism and Geographic Sciences, Kunming, China https://orcid.org/0000-0001-7202-646X Jinliang Wang Jinliang Wang 0001 Heilongjiang University, School of Mathematical Science, Harbin, China https://orcid.org/0000-0002-9646-2765 Jinliang Wang 0003 Beihang University, School of Mathematical Sciences, LMIB, Beijing, China https://orcid.org/0000-0002-8696-5182 Jinliang Wang 0004 Peking University, Institute of Remote Sensing and Geographic Information System, Beijing, China

Yuncheng Deng Suling He Jinliang Wang 0002 Jianpeng Zhang Bangjin Yi Congtao Hu Yanling Jiang An Chen Joint cascaded 3DCNN and SDTA encoding for tree species classification using UAV-based hyperspectral image in mining areas. 111438 2026 244 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2026.111438 db/journals/cea/cea244.html#DengHWZYHJC26 streams/journals/cea

Jialu Zhou Pu Wang Sheng Nie Jinliang Wang 0002 Cheng Wang 0016 Zhou Yang Feng Cheng Xuebo Yang Influence of seasonal canopy conditions on ICESat-2-based aboveground biomass estimation in deciduous forests. 103585 2026 93 Ecol. Informatics https://doi.org/10.1016/j.ecoinf.2025.103585 db/journals/ecoi/ecoi93.html#ZhouWNWWYCY26 streams/journals/ecoi

Wangjun Liu Sheng Nie Shaobo Xia Cheng Wang 0016 Jinliang Wang 0002 Xiaohuan Xi Feng Cheng Benchmarking ULS-TLS Point Cloud Registration Algorithms in Forest Environments. 1-14 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2025.3569061 db/journals/tgrs/tgrs63.html#LiuNXWWXC25 streams/journals/tgrs

Zilin Zhou Junen Wu Cheng Wang 0016 Jinliang Wang 0002 Feng Cheng A Synchronous Acquisition Method for Dominant Tree Species and Forest Age in Complex Mountainous Terrain Through Growth Characteristics Matching. 1-18 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2025.3539182 db/journals/tgrs/tgrs63.html#ZhouWWWC25 streams/journals/tgrs

Xiang Huang Feng Cheng Yinli Bao Cheng Wang 0016 Jinliang Wang 0002 Junen Wu Junliang He Jieying Lao Urban building height extraction accommodating various terrain scenes using ICESat-2/ATLAS data. 103870 2024 130 Int. J. Appl. Earth Obs. Geoinformation https://doi.org/10.1016/j.jag.2024.103870 db/journals/aeog/aeog130.html#HuangCB00WHL24

Jie Li Jinliang Wang 0002 Suling He Chenli Liu Lanfang Liu Using Knowledge Graphs to Analyze the Characteristics and Trends of Forest Carbon Storage Research at the Global Scale. 234 2024 13 ISPRS Int. J. Geo Inf. 7 https://doi.org/10.3390/ijgi13070234 db/journals/ijgi/ijgi13.html#LiWHLL24

Chenchen Nie Cheng Wang 0016 Feng Cheng Junen Wu Jinliang Wang 0002 Wenhao Li Junyao Zhang A Tree-Shrub Layer Separation Method for MLS LiDAR Point Clouds of Typical Tropical Seasonal Rainforests. 1-12 2024 62 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2024.3411710 db/journals/tgrs/tgrs62.html#NieWCWWLZ24

Xiang Huang Feng Cheng Jinliang Wang 0002 Bangjin Yi Yinli Bao Comparative Study on Remote Sensing Methods for Forest Height Mapping in Complex Mountainous Environments. 2275 2023 May 15 Remote. Sens. 9 https://doi.org/10.3390/rs15092275 db/journals/remotesensing/remotesensing15.html#HuangCWYB23

Jie Li Hui Wang Jinliang Wang 0002 Jianpeng Zhang Yongcui Lan Yuncheng Deng Combining Multi-Source Data and Feature Optimization for Plastic-Covered Greenhouse Extraction and Mapping Using the Google Earth Engine: A Case in Central Yunnan Province, China. 3287 2023 July 15 Remote. Sens. 13 https://doi.org/10.3390/rs15133287 db/journals/remotesensing/remotesensing15.html#LiWWZLD23

Mengyun Kui Yunna Xu Jinliang Wang 0002 Feng Cheng Research on the Adaptability of Typical Denoising Algorithms Based on ICESat-2 Data. 3884 2023 August 15 Remote. Sens. 15 https://doi.org/10.3390/rs15153884 db/journals/remotesensing/remotesensing15.html#KuiXWC23

Sikai Wang Suling He Jinliang Wang 0002 Jie Li Xuzhen Zhong Janine Cole Eldar Kurbanov Jinming Sha Analysis of Land Use/Cover Changes and Driving Forces in a Typical Subtropical Region of South Africa. 4823 2023 October 15 Remote. Sens. 19 https://doi.org/10.3390/rs15194823 db/journals/remotesensing/remotesensing15.html#WangHWLZCKS23

Xiang Huang Feng Cheng Jinliang Wang 0002 Ping Duan Jiasheng Wang Forest Canopy Height Extraction Method Based on ICESat-2/ATLAS Data. 1-14 2023 61 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2023.3240848 db/journals/tgrs/tgrs61.html#HuangCWDW23

Jiya Pan Cheng Wang 0016 Jinliang Wang 0002 Fan Gao Qianwei Liu Jianpeng Zhang Yuncheng Deng Land Cover Classification Using ICESat-2 Photon Counting Data and Landsat 8 OLI Data: A Case Study in Yunnan Province, China. 1-5 2022 19 IEEE Geosci. Remote. Sens. Lett. https://doi.org/10.1109/LGRS.2022.3209725 db/journals/lgrs/lgrs19.html#PanWWGLZD22

Run Han Jinming Sha Xiaomei Li Shuhui Lai Zejing Lin Qixin Lin Jinliang Wang 0002 Remote Sensing Analysis of Ecological Maintenance in Subtropical Coastal Mountain Area, China. 2734 2022 14 Remote. Sens. 12 https://doi.org/10.3390/rs14122734 db/journals/remotesensing/remotesensing14.html#HanSLLLLW22

Baokun Feng Sheng Nie Cheng Wang 0016 Xiaohuan Xi Jinliang Wang 0002 Guoqing Zhou 0001 Haoyu Wang Exploring the Potential of UAV LiDAR Data for Trunk Point Extraction and Direct DBH Measurement. 2753 2022 14 Remote. Sens. 12 https://doi.org/10.3390/rs14122753 db/journals/remotesensing/remotesensing14.html#FengNWXWZW22

Eldar Kurbanov Oleg Vorobev Sergey Lezhnin Jinming Sha Jinliang Wang 0002 Xiaomei Li Janine Cole Denis Dergunov Yibo Wang Remote Sensing of Forest Burnt Area, Burn Severity, and Post-Fire Recovery: A Review. 4714 2022 14 Remote. Sens. 19 https://doi.org/10.3390/rs14194714 db/journals/remotesensing/remotesensing14.html#KurbanovVLSWLCD22

Yuncheng Deng Jiya Pan Jinliang Wang 0002 Qianwei Liu Jianpeng Zhang Mapping of Forest Biomass in Shangri-La City Based on LiDAR Technology and Other Remote Sensing Data. 5816 2022 14 Remote. Sens. 22 https://doi.org/10.3390/rs14225816 db/journals/remotesensing/remotesensing14.html#DengPWLZ22

Xuzhen Zhong Jie Li Jinliang Wang 0002 Jianpeng Zhang Lanfang Liu Jun Ma Linear and Nonlinear Characteristics of Long-Term NDVI Using Trend Analysis: A Case Study of Lancang-Mekong River Basin. 6271 2022 December 14 Remote. Sens. 24 https://doi.org/10.3390/rs14246271 db/journals/remotesensing/remotesensing14.html#ZhongLWZLM22

Jie Li Jinliang Wang 0002 Jun Zhang Jianpeng Zhang Han Kong Dynamic changes of vegetation coverage in China-Myanmar economic corridor over the past 20 years. 102378 2021 102 Int. J. Appl. Earth Obs. Geoinformation https://doi.org/10.1016/j.jag.2021.102378 db/journals/aeog/aeog102.html#LiWZZK21

Jieying Lao Cheng Wang 0016 Xiaoxiao Zhu Xiaohuan Xi Sheng Nie Jinliang Wang 0002 Feng Cheng Guoqing Zhou 0001 Retrieving building height in urban areas using ICESat-2 photon-counting LiDAR data. 102596 2021 104 Int. J. Appl. Earth Obs. Geoinformation https://doi.org/10.1016/j.jag.2021.102596 db/journals/aeog/aeog104.html#LaoWZXNWCZ21

Qianwei Liu Jinliang Wang 0002 Weifeng Ma Jianpeng Zhang Yuncheng Deng Dajiang Shao Dongfan Xu Yicheng Liu Target-free ULS-TLS point-cloud registration for alpine forest lands. 106460 2021 190 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2021.106460 db/journals/cea/cea190.html#LiuWMZDSXL21

Qixin Lin Ahmed Eladawy Jinming Sha Xiaomei Li Jinliang Wang 0002 Eldar Kurbanov Abraham Thomas Remotely Sensed Ecological Protection Redline and Security Pattern Construction: A Comparative Analysis of Pingtan (China) and Durban (South Africa). 2865 2021 13 Remote. Sens. 15 https://doi.org/10.3390/rs13152865 https://www.wikidata.org/entity/Q125994252 db/journals/remotesensing/remotesensing13.html#LinESLWKT21

Jieying Lao Cheng Wang 0016 Jinliang Wang 0002 Feifei Pan 0001 Xiaohuan Xi Lei Liang Land Use Simulation of Guangzhou Based on Nighttime Light Data and Planning Policies. 1675 2020 12 Remote. Sens. 10 https://doi.org/10.3390/rs12101675 db/journals/remotesensing/remotesensing12.html#LaoWWPXL20

Yanlin Yang Jinliang Wang 0002 Yun Chen 0011 Feng Cheng Guangjie Liu 0002 Zenghong He Remote-Sensing Monitoring of Grassland Degradation Based on the GDI in Shangri-La, China. 3030 2019 11 Remote. Sens. 24 https://doi.org/10.3390/rs11243030 https://www.wikidata.org/entity/Q126558952 db/journals/remotesensing/remotesensing11.html#YangWCCLH19

Chao Yang 0010 Guofeng Wu Kai Ding 0005 Tiezhu Shi Qingquan Li 0001 Jinliang Wang 0002 Improving Land Use/Land Cover Classification by Integrating Pixel Unmixing and Decision Tree Methods. 1222 2017 9 Remote. Sens. 12 https://doi.org/10.3390/rs9121222 db/journals/remotesensing/remotesensing9.html#YangWDSLW17

Guangjie Liu 0002 Jinliang Wang 0002 Lichi Ma Wenjie Gao Research on extraction method of urban impervious surface information. 1-4 2015 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2015.7378600 conf/geoinformatics/2015 db/conf/geoinformatics/geoinformatics2015.html#LiuWMG15 Xingqi Sun Jinliang Wang 0002 Wenjie Gao Panpan Yang The ecological security evaluation research of Shangri-La based on GIS and RS. 1-5 2015 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2015.7378634 conf/geoinformatics/2015 db/conf/geoinformatics/geoinformatics2015.html#SunWGY15 Fengzhi Wu Jinliang Wang 0002 Xingyao Zhong Meibiao Dao Zijiao Zhao Web GIS-based information management system of Dashanbao black-necked crane national natural reserve in Zhaotong, Yunnan. 1-4 2015 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2015.7378610 conf/geoinformatics/2015 db/conf/geoinformatics/geoinformatics2015.html#WuWZDZ15 Yu Deng Jinliang Wang 0002 Rubiao Ma Dynamic monitoring of vegetation coverage in Shangri-La County of Northwest Yunnan based on MODIS-NDVI. 1-5 2013 Geoinformatics https://doi.org/10.1109/Geoinformatics.2013.6626120 conf/geoinformatics/2013 db/conf/geoinformatics/geoinformatics2013.html#DengWM13 Jinliang Wang 0002 Jiahang Qian Rubiao Ma Urban road information extraction from high resolution remotely sensed image based on semantic model. 1-5 2013 Geoinformatics https://doi.org/10.1109/Geoinformatics.2013.6626045 conf/geoinformatics/2013 db/conf/geoinformatics/geoinformatics2013.html#WangQM13 Jinliang Wang 0002 Jiahang Qian Rubiao Ma Urban road information extraction from high resolution remotely sensed image based on semantic model. 1-5 2013 Geoinformatics https://doi.org/10.1109/Geoinformatics.2013.6626100 conf/geoinformatics/2013 db/conf/geoinformatics/geoinformatics2013.html#WangQM13a Jinliang Wang 0002 Chengna Wang Xiaohua Wang An experimental research on fusion algorithms of ETM+ image. 1-6 2010 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2010.5567950 conf/geoinformatics/2010 db/conf/geoinformatics/geoinformatics2010.html#WangWW10 Xiaohua Wang Jinliang Wang 0002 Jie Yin Yinxia Gao Study on the forest landscape spatial patterns of the northern Shangri-La. 1-6 2010 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2010.5567676 conf/geoinformatics/2010 db/conf/geoinformatics/geoinformatics2010.html#WangWYG10 Yinli Bao An Chen Yun Chen 0011 Feng Cheng Janine Cole Meibiao Dao Yu Deng Yuncheng Deng Denis Dergunov Kai Ding 0005 Ping Duan Ahmed Eladawy Baokun Feng Fan Gao Wenjie Gao Yinxia Gao Run Han Junliang He Suling He Zenghong He Congtao Hu Xiang Huang Yanling Jiang Han Kong Mengyun Kui Eldar Kurbanov Shuhui Lai Yongcui Lan Jieying Lao Sergey Lezhnin Jie Li Qingquan Li 0001 Wenhao Li Xiaomei Li Lei Liang Qixin Lin Zejing Lin Chenli Liu Guangjie Liu 0002 Lanfang Liu Qianwei Liu Wangjun Liu Yicheng Liu Jun Ma Lichi Ma Rubiao Ma Weifeng Ma Chenchen Nie Sheng Nie Feifei Pan 0001 Jiya Pan Jiahang Qian Jinming Sha Dajiang Shao Tiezhu Shi Xingqi Sun Abraham Thomas Oleg Vorobev Cheng Wang 0016 Chengna Wang Haoyu Wang Hui Wang Jiasheng Wang Pu Wang Sikai Wang Xiaohua Wang Yibo Wang Fengzhi Wu Guofeng Wu Junen Wu Xiaohuan Xi Shaobo Xia Dongfan Xu Yunna Xu Chao Yang 0010 Panpan Yang Xuebo Yang Yanlin Yang Zhou Yang Bangjin Yi Jie Yin Jianpeng Zhang Jun Zhang Junyao Zhang Zijiao Zhao Xingyao Zhong Xuzhen Zhong Guoqing Zhou 0001 Jialu Zhou Zilin Zhou Xiaoxiao Zhu