Leveraging sUAS-Sentinel-2 synergy for cross-scale mapping of canopy
2026
Kolluru, Venkatesh, John, Ranjeet, Chen, Jiquan, Henebry, Geoffrey M., Xiao, Jingfeng, Shinde, Rajat, Kussainova, Maira, Ganzorig, Ulgiichimeg
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Local and remote drivers of increased variability in extreme wildfire
2026
Kim, Kiwook, Lee, Myong-In, Lee, Seungseok, Choi, Nakbin, Jin, Fei-Fei, Min, Seung-Ki, Kam, Jonghun
Land Use/Land Cover Classification
Long-term least-cost geospatial electrification planning to bridge the electricity access gap: the case of Ethiopia
2026
Temesgen, Adugnaw Lake, Wassie, Yibeltal T., Bekele, Getachew, Ahlgren, Erik O.
Land Use/Land Cover Classification
Long-Term Probabilistic Forecast of Vegetation Conditions Using Climate Attributes in the Four Corners Region
2026
McPhillips, Erika, Lee, Hyeongseong, Xie, Xiangyu, Baylis, Kathy, Funk, Chris, Gu, Mengyang
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine Learning-Based Geospatial Risk Modeling of Global Avian
2026
Jindal, Mehak, Lim, Samsung, MacIntyre, C. Raina
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Machine learning-based high resolution spatial economic modeling of biomass energy potential in Southeast Asia
2026
Sakti, Anjar Dimara, Prakoso, Tirto, Santoso, Cokro, Milliandza, Juan Andrean, Putra Garniwa, Pranda Mulya, Susantoro, Tri Muji, Wikantika, Ketut, Harto, Agung Budi
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Machine and deep learning-based forecast of Tehran's accelerating nighttime surface heat island crisis
2026
Zargari, Motahhareh, Ghader, Sarmad, Perez, Isidro A., Garcia, M. Angeles
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine learning reveals hidden bias in ERA5 cloud heights over Earth's third pole
2026
Zhao, W., Wang, Y. N., Pan, Y. B., Pan, L. J., Bi, Y. H., Wu, X., Tian, Y. F., Qiu, Y. H., Wang, T. Q., Lu, D. R.
Cloud Types, Cloud Properties, Cloud Liquid Water/Ice, Land Use/Land Cover Classification
Machine learning technique for net ecosystem exchange of carbon dioxide simulation and assessment: a regional analysis of Japanese islands
2026
Gorbarenko, Artem, Gorbarenko, Elizaveta, Mikhailov, Dmitry, Vlasov, Alexander, Saeed, Muhammad
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity
Low-intensity urban development delays the spring departures of
2026
Adams, Carrie Ann, Tomaszewska, Monika A., Henebry, Geoffrey M., La Sorte, Frank A., Horton, Kyle G.
Land Surface Temperature , Emissivity
Making a Dust Source Map: Can We Build, Implement, and Learn From a Reflectance Derived Sediment Supply Map in the Unified Forecast System (UFS)?
2026
Faber, E., Baker, B., Rocha Lima, A., Schepanski, K.
Reflectance
Long-term spatiotemporal prediction and changing patterns of
2026
Liu, Yannan, Qian, Yingzhi, Zhu, Yan, Li, He, Wang, Kang
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Plant Phenological Changes
Mapping and modelling land degradation vulnerability in a semi-arid
2026
Klc, Mirac
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Mapping critical thresholds and dynamic drivers of net primary productivity response to shrub encroachment in Xilin Gol grasslands using multi-source remote ...
2026
Wang, Xi, Lyu, Xiaoqing, Liu, Jianhong, Zhu, Wenquan, Jia, Ruolan, Wang, Ziqi, Wang, Jing, Li, Wei, Liu, Nan, He, Yanfen
Photosynthesis, Primary Production, Vegetation Productivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mapping crop types in smallholder mono- and intercropping systems with multi-sensor data in regions with multiple growing cycles
2026
Akinyemi, Felicia O., Rufin, Philippe, Ibrahim, Esther Shupel, Hostert, Patrick, Ogunsumi, Lucia O., Egbetokun, Olugbenga A., Ifejika Speranza, Chinwe
Land Use/Land Cover Classification
Landscape can play a role in the moisture content of temperate fuels
2026
Ivison, Katy, Graham, Laura J., Little, Kerryn, Orpin, Alice, Kettridge, Nicholas
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Landscape character assessment of Nigeria: A machine-assisted learning approach
2026
Eneche, Patrick Samson Udama, Zeng, Yijian, Atun, Funda, Ujoh, Fanan, Pfeffer, Karin
Land Surface Temperature , Emissivity
Landscape configuration shapes bird-plant multilayer networks in urban
2026
Tang, Tianyu, Hirao, Toshihide
Land Surface Temperature , Normalized Difference Vegetation Index (NDVI) , Albedo
Landslide susceptibility assessment in the Central Yunnan Plateau by assembling optimized statistical and machine learning models
2026
Chen, Jieying, Li, Qin, Huang, Cheng, Hu, Xie, Shen, Zehao
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Large lake buffers regional extreme heat and surface energy under the 2022 record-breaking heatwave in China
2026
Xing, Zikang, Li, Yunliang, Dai, Yufeng, Wei, Jianhui, Ma, Miaomiao, Zhang, Xuejun, Gao, Hui
Land Surface Temperature , Emissivity
Large-scale irrigation area mapping: Status and challenges
2026
Zhu, Wanxue, Donmez, Elif, Storm, Hugo, Heckelei, Thomas, Siebert, Stefan
Crop/Plant Yields, Landscape Patterns, Cropland
Largescale characterization of horizontal forest structure from remote sensing optical images
2026
Xu, Xin, Brandt, Martin, Tong, Xiaowei, Mugabowindekwe, Maurice, Yue, Yuemin, Li, Sizhuo, Xu, Qiue, Liu, Siyu, Reiner, Florian, Wang, Kelin, Chen, Zhengchao, Bai, Yongqing, Fensholt, Rasmus
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Last Interglacial shoreline successions in southeastern Australia: A
2026
Flament, Nicolas, Murray-Wallace, Colin V.
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Land Surface Heterogeneity Captured by Topography-Based Subgrid
2026
Tesfa, Teklu K., Leung, L. Ruby, Duan, Zhuoran
Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent , Vapor Pressure, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Land surface information from satellites boost near-surface temperature forecast skill
2026
Ruiz-Vasquez, Melissa, O, Sungmin, Brenning, Alexander, Reichstein, Markus, Balsamo, Gianpaolo, Orth, Rene
Emissivity, Land Surface Temperature