A decreasing carbon allocation to belowground autotrophic respiration in global forest ecosystems
2021
Tang, Xiaolu, Shi, Yuehong, Luo, Xinruo, Liu, Liang, Jian, Jinshi, Bond-Lamberty, Ben, Hao, Dalei, Olchev, Alexander, Zhang, Wenjie, Gao, Sicong, Li, Jingji
Land Use/Land Cover Classification
A deep learning ensemble model for wildfire susceptibility mapping
2021
Bjanes, Alexandra, De La Fuente, Rodrigo, Mena, Pablo
Land Use/Land Cover Classification , Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A deep learning method to predict soil organic carbon content at a regional scale using satellite-based phenology variables
2021
Yang, Lin, Cai, Yanyan, Zhang, Lei, Guo, Mao, Li, Anqi, Zhou, Chenghu
Plant Phenology, Enhanced Vegetation Index (EVI)
A deep-learning-based experiment for benchmarking the performance of global terrestrial vegetation phenology models
2021
Zhou, Xuewen, Xin, Qinchuan, Dai, Yongjiu, Li, Wanjing
Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI)
A disease control-oriented land cover land use map for myanmar
2021
Chen, Dong, Shevade, Varada, Baer, Allison, He, Jiaying, Hoffman-Hall, Amanda, Ying, Qing, Li, Yao, Loboda, Tatiana V.
Land Use/Land Cover Classification
A dualchannel aerosol optical depth retrieval algorithm incorporating the brdf effect from avhrr over eastern asia
2021
Wang, Ying, Gu, Xingfa, Li, Jian, Mi, Xiaofei
Reflectance , Total Surface Water
A copula model integrating atmospheric moisture demand and supply for vegetation vulnerability mapping
2021
Won, Jeongeun, Seo, Jiyu, Kim, Sangdan
Emissivity, Land Surface Temperature , Evapotranspiration , Latent Heat Flux, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A data augmentation approach to XGboost-based mineral potential mapping: An example of carbonate-hosted ZnPb mineral systems of Western Iran
2021
Parsa, Mohammad
REFLECTED INFRARED, THERMAL INFRARED, VISIBLE IMAGERY, Visible Radiance
A long-term estimation of biogenic volatile organic compound (BVOC) emission in China from 20012016: the roles of land cover change and climate ...
2021
Wang, Hui, Wu, Qizhong, Guenther, Alex B., Yang, Xiaochun, Wang, Lanning, Xiao, Tang, Li, Jie, Feng, Jinming, Xu, Qi, Cheng, Huaqiong
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation , Land Use/Land Cover Classification , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover
A low-rank group-sparse model for eliminating mixed errors in data for SRTM1
2021
Ge, Chenyu, Wang, Mengmeng, Zhang, Hongming, Chen, Huan, Sun, Hongguang, Chang, Yi, Yang, Qinke
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
A machine learning approach to monitoring and forecasting spatio-temporal dynamics of land cover in Cox's Bazar district, Bangladesh from 2001 to 2019
2021
Roy, Bishal
Land Use/Land Cover Classification
A machine learning model to estimate ambient PM2.5 concentrations in industrialized highveld region of South Africa
2021
Zhang, Danlu, Du, Linlin, Wang, Wenhao, Zhu, Qingyang, Bi, Jianzhao, Scovronick, Noah, Naidoo, Mogesh, Garland, Rebecca M., Liu, Yang
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
A Machine Learning-Based Approach for Surface Soil Moisture Estimations
2021
Greifeneder, Felix, Notarnicola, Claudia, Wagner, Wolfgang
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A MATLAB App for calculating the age-dependent degree of erosion of monogenetic scoria cones from DEM data
2021
Zarazua-Carbajal, Maria Cristina, De la Cruz-Reyna, Servando
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
A Framework for Weather-Driven Dengue Virus Transmission Dynamics in
2021
Alves, Leon Diniz, Lana, Raquel Martins, Coelho, Flavio Codeco
Land Surface Temperature , Emissivity
A framework to assess the potential uncertainties of three FPAR products
2021
Chen, Xin, Chen, Tiexi, Shu, Yu, Yan, Qingyun, Han, Qifei, Wei, Xueqiong, Li, Chaofan, Wang, Guojie, Xie, Yong
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
A gaussian kernel-based spatiotemporal fusion model for agricultural remote sensing monitoring
2021
Shen, Yonglin, Shen, Guoling, Zhai, Han, Yang, Chao, Qi, Kunlun
Reflectance
A generalized machine learning approach for dissolved oxygen estimation at multiple spatiotemporal scales using remote sensing
2021
Guo, Hongwei, Huang, Jinhui Jeanne, Zhu, Xiaotong, Wang, Bo, Tian, Shang, Xu, Wang, Mai, Youquan
Reflectance , Land Surface Temperature , Emissivity
A Geomorphic Approach for Identifying Flash Flood Potential Areas in the East Rapti River Basin of Nepal
2021
Pangali Sharma, Til Prasad, Zhang, Jiahua, Khanal, Narendra Raj, Prodhan, Foyez Ahmed, Nanzad, Lkhagvadorj, Zhang, Da, Nepal, Pashupati
Total Surface Precipitation Rate, RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
A multi-factor integrated method of calculation unit delineation for
2021
Li, Bu, Zhou, Xing, Ni, Guangheng, Cao, Xuejian, Tian, Fuqiang, Sun, Ting
Land Use/Land Cover Classification , RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Evapotranspiration , Latent Heat Flux
A multi-scale assessment of fire scar mapping in the Great Victoria Desert of Western Australia
2021
Ruscalleda-Alvarez, Jaume, Moro, Dorian, van Dongen, Richard
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
A multiple species, continent-wide, million-phenotype agronomic plant dataset
2021
Newman, Saul Justin, Furbank, Robert T.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity
A global North-South division line for portraying urban development
2021
Zhang, Yatao, Li, Xia, Wang, Shaojian, Yao, Yao, Li, Qingquan, Tu, Wei, Zhao, Hongfang, Zhao, Hui, Feng, Kuishuang, Sun, Laixiang, Hubacek, Klaus
Reflectance , Total Surface Water
Analyzing NPP Response of Different Rangeland Types to Climatic Parameters over Mongolia
2021
Nanzad, Lkhagvadorj, Zhang, Jiahua, Batdelger, Gantsetseg, Pangali Sharma, Til Prasad, Koju, Upama Ashish, Wang, Jingwen, Nabil, Mohsen
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Analyzing the relationship between animal diversity and the remote sensing vegetation parametersThe case of Xinjiang, China
2021
Wu, Jinhui, Li, Haoxin, Wan, Huawei, Wang, Yongcai, Sun, Chenxi, Zhou, Hongmin
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)