Physics-Informed Neural Networks for Soil Moisture Modeling and Landslide Assessment
2026
Gupta, Shelly, Andjelkovic, Jovan, Shrivastava, Abhudaya, Muto, Atsuhiro, Obradovic, Zoran
Landslides
Arctic and Boreal Wildfires Impact Climate by Releasing Ancient Carbon and Light-Absorbing Particles
2026
Ruppel, Meri. M., Somero, Markus, Sippula, Olli, Ihalainen, Mika, Louhisalmi, Juho, Tissari, Jarkko, Haghipour, Negar, Strom, Johan, Valiranta, Minna, Koster, Kajar, Vakkari, Ville, Jaars, Kerneels, Huang, Lin, Smittenberg, Rienk H.
Vegetation Cover, Forests, Biomass Burning, Surface Temperature , Precipitation Amount, Fire Dynamics, Fire Occurrence, Carbon , Burned Area, Biomass, Soil Moisture/Water Content , Topographic Effects
Artificial intelligence with earth observations provides continuous
2026
Uddin, Shihab, Rajib, Adnan, Haider, M. Rezaul, Vanderhoof, Melanie, Luk Kim, I., Zhao, Lan
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES, Burned Area, Reflectance , Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation, Evapotranspiration , Latent Heat Flux
Air quality and health benefits achievable by mitigating Indian coal-fired power plant SO2 emissions
2026
Ghosh, Subhadeep, Philip, Sajeev, Sarkar, Debajit, Kharol, Shailesh K., Fioletov, Vitali E., McLinden, Chris A., Dey, Sagnik
Sulfate Particles, Sulfur Oxides, Sulfur Dioxide , Volcanic Eruptions
A Modality-Aware Ensemble-of-Experts Model for Wildfire Spread Prediction
2026
Andrianarivony, Henintsoa S., Akhloufi, Moulay A.
Fire Occurrence, Fire Dynamics, Burned Area
Long-Range Transport Pathways of Intense Wildfire Plumes in the Northern
2026
Ehret, Antoine, Turquety, Solene, Da Silva, Anderson, George, Maya, HadjiLazaro, Juliette, Franco, Bruno, Clarisse, Lieven, Coheur, PierreFrancois, Clerbaux, Cathy
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES
Derivation and evaluation of Landsat-derived annual aboveground biomass
2026
Liang, Wanwan, van Lier, Olivier, Friedl, Mark A., Randerson, James T., Rogers, Brendan M., Burrell, Arden, Hu, Kai-Ting, Tompalski, Piotr, Macander, Matthew J., Yang, Daryl, Morton, Douglas C., Bullock, Eric, Lu, Jiaming, Zhang, Yingtong, Zhu, Xiaoran, Wang, Jonathan A.
Biomass, Forests, Grasslands, Alpine/Tundra, Land Use/Land Cover Classification , Land Use Classes, Fire Occurrence, Reforestation, Burned Area
Burning bans have altered burned area changes in China since 2003
2026
You, Chao, Wang, Jing, Dong, Xiao, Xu, Chao
Land Use/Land Cover Classification , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Divergent transboundary patterns and ecosystem-dependent drivers of
2026
Xu, Jiale, Yang, Xingchuan, Shi, Leyan, Yang, Zhiqiang, Zhong, Yixue, Ma, Pengfei, Chen, Ankang, Zhang, Yichi, Zhao, Wenji
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Evapotranspiration declines prolonged by deforestation and fire in South American biomes
2026
Ahmad, Shahryar K., Holmes, Thomas R., Kumar, Sujay V., Lahmers, Timothy M., Konapala, Goutam, Getirana, Augusto, Nie, Wanshu, Liu, Pang-Wei, Hain, Christopher R., Locke, Kim A., Libonati, Renata
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Fuel availability versus flammability: divergent fire controls across Eurasian drylands
2026
Yu, Huiqian, Yang, Siquan, Lu, Nan, Yao, Qichao, Sun, Hongquan, He, Bin, Zhao, Ruxin, Fu, Bojie
Burned Area, Fire Dynamics, Fire Occurrence
Higher tree diversity reduces the likelihood of Amazon tipping points
2026
Van Passel, Johanna, Van Meerbeek, Koenraad, Bernardino, Paulo Negri, De Keersmaecker, Wanda, Lhermitte, Stef, Rius, Bianca Fazio, Somers, Ben
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Albedo , Anisotropy, Reflectance , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Orchids in the Open: Understanding Biodiversity Beyond Madagascar's
2026
Wieczorkowski, Jakub D., Rajaovelona, Landy R., Hermans, Johan, Stevart, Tariq, Razanajatovo, Henintsoa, Droissart, Vincent, Pennington, R. Toby, Zizka, Alexander, Lehmann, Caroline E. R.
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Process-based conservation assessments of desert plants: integrating spatial, demographic, and environmental metrics in the Thar Desert of India
2026
Mathur, Manish, Mathur, Preet
Sustainability , Natural Hazards , Environmental Health Factors , Population Distribution
The Arctic Boreal Burned Area (ABBA) Product
2026
Chen, Dong, Hall, Joanne V., HoffmanHall, Amanda, Shevade, Varada, Argueta, Fernanda, Liang, Xiaoyu, Loboda, Tatiana
Forests, Fire Occurrence, Reforestation, Burned Area, Reflectance , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Total Surface Water
The dynamic response of vegetation water use efficiency to wildfire
2026
Xi, Huipeng, Wang, Qunming, Atkinson, Peter M.
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Statistical Modeling of Wildfire Occurrence Based on Geomorphometry in La Amistad International Park's Buffer Zone
2026
Chou-Chen, Shu Wei, Quesada-Roman, Adolfo, Vargas-Sanabria, Daniela
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Temperature and Moisture Variability Drive Resilience Shifts in Canada's
2026
Yang, Chenlin, Cui, Tianxiang, Fan, Lei, Wang, Jian, Wigneron, Jean-Pierre
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Spatiotemporal dynamic of global fires and their effects on land cover
2026
Tian, Peng, Wu, Shenghao, Yan, Yanyun, Xiao, Derong, Li, Jialin, Liu, Yongchao, Zhang, Haitao, Ying, Chao
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Spatiotemporal patterns of surface temperature response to forest harvest in Europe
2026
Huang, Bo, Li, Yan, Zhang, Xia, Stadler, Konstantin, Cherubini, Francesco
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Land Surface Temperature , Emissivity
Satellite-Based Fraction of Available Water Reveals Soil Moisture Deficits Preceding Major Wildfires
2026
Goffin, Benjamin D., Fernandez, Alfonso, Etchanchu, Jordi, Fang, Bin, Lakshmi, Venkataraman
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Root Zone Soil Moisture, Surface Soil Moisture, RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Topographical Relief Maps, Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, SIGMA NAUGHT
Unprecedented Amazonian rainforests damage during the 20232024 droughts
2026
Bai, Hao, Liu, Xiangzhuo, Yang, Hui, Chave, Jerome, Ciais, Philippe, Wigneron, Jean-Pierre, Saatchi, Sassan, Xiao, Jingfeng, Le Toan, Thuy, Hu, Xiaomei, Yang, Ziyan, Wang, Lijun, Fan, Lei, Yao, Yitong, Chen, Xiuzhi, Liu, Yanxu, Xue, Baolin, Guo, Qinghua, Tang, Zhiyao, Liu, Hongyan, Fang, Jingyun, Tao, Shengli
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance , Anisotropy
Warmer climate disrupts the trade-off between post-fire loss and recovery of grassland GPP
2026
Cui, Guishan, Ding, Yitong, Xu, Zhen
Land Use/Land Cover Classification , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Validation of National and Global Satellite-Derived Products for Mapping Burned Areas in Russia
2026
Matveev, A. M., Bartalev, S. A., Egorov, V. A., Saigin, I. A., Stytsenko, F. V., Shinkarenko, S. S.
Forests, Fire Occurrence, Reforestation, Burned Area
Widespread biophysical cooling effects due to post-fire greening
2026
Xi, Huipeng, Wang, Qunming, Xiao, Yuelong, Guo, Ru, Tong, Xiaohua, Atkinson, Peter M.
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Albedo , Anisotropy, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Burned Area, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity