Publicly available soil moisture datasets: an overview and the UB-SMDC portal
2026
Mohseni, Farzane, Haunert, Jan-Henrik
Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content , Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Total Runoff
MERRA-2 tavg1_2d_lnd_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXLND) MERRA-2 tavgM_2d_lnd_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXLND) MERRA-2 tavgU_2d_lnd_Nx: 2d,diurnal,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TUNXLND)
Analyzing the combined drought index using geospatial technology in the Tigray Region, northern Ethiopia
2026
Tela, Yonas Tesfay, Kipkulei, Harison Kiplagat, Sieber, Stefan
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Annual irrigated cropland mapping reveals uneven expansion and rising
2026
Tolera, Abera Misgana, Zhang, Chao, You, Nanshan, Dong, Jinwei
Reflectance , Vegetation Cover, Cropland
Application of the Maxent model in habitat suitability assessment for Rosalia alpina (Linnaeus, 1758) in Montenegro
2026
Roganovic, Dragan, Vujovic, Filip
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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
Assessing Consistency in Fuel Consumed Between Activity-Based Wildfire
2026
Saide, P. E., Wu, Y., Arnold, M., Thapa, L. H., Soja, A., Gargulinski, E., Li, F., Wiedinmyer, C., Emmons, L. K., Tang, W., Westerling, A. L., Xu, Q., Ordway, E. M., Queally, N., Kueppers, L.
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover
Assessing Debris-Flow Susceptibility at Local and Global Scales: A
2026
Nienkotter, Andreas, Bian, Ang, Di, Baofeng, Li, Jierui, Deng, Tian
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Plant Phenology, Vegetation Index , Plant Phenological Changes, Enhanced Vegetation Index (EVI)
Assessing Ecological Connectivity for Loxodonta africana Across
2026
Trezza, Francesca Romana, Muscolino, Sabrina, Ntumi, Cornelio, Ramoni Perazzi, Paolo, Farcomeni, Alessio, Valgi Macheve, Zaira, Almeida, Joao, Mandinyenya, Bob, Goncalves, Miguel, Pinto D'Ambanguine, Maria, Attorre, Fabio, Guissamulo, Almeida, da Conceicao, Ana Gledis, Mabilana, Hugo, Zaffarano, Gianluca Pio, Malatesta, Luca
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Assessing ecosystem services resilience to drought and its drivers in mediterranean forests using a counterfactual, process-based modelling approach
2026
DAdamo, Francesco, Caceres, Miquel De, Espelta, Josep Maria, Roces-Diaz, Jose Valentin, Descals, Adria, Selwyn, Miriam, Lloret, Francisco, Martinez-Vilalta, Jordi
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Assessing Forest Fire Susceptibility in the Hindu Kush Himalaya: Implications for Biodiversity and Carbon Stock
2026
Ghale, Bhoomika, Mamgain, Shailja, Roy, Arijit
Terrestrial Ecosystems , Biomass, LIDAR WAVEFORM
Assessing plague risk across seven decades of environmental change in Inner Mongolia, China: An interpretable machine learning
2026
Wang, Xiaoxu, Shang, Meng, Zhao, Chunchun, Sun, Yelin, Feng, Lianfang, Xia, Lianxu, Liu, Qiyong
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Assessing the influence of watershed characteristics on flood vulnerability in Nyirakigugu cell of Jenda sector, Nyabihu district in Western Province of Rwanda
2026
Twizerimana, Samuel
Plant Phenology, Enhanced Vegetation Index (EVI)
Assessing the performance of LPJmL-5 in simulating vegetation responses to normal and multi-year droughts
2026
Ruijsch, Denise, Hauswirth, Sandra Margrit, Biemans, Hester, Wanders, Niko
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Adaptive Photon Cloud Classification for Forest Canopies: A
2026
Xia, Tingting, Huang, Jiapeng, Wu, Hua, Shuai, Yanmin, Mo, Fan, Xu, Nan
Vegetation Index , Landscape Patterns
Advancing effective and representative sampling designs for national
2026
Diez-Pastor, Elena, Le, Huong, la Rosa, Jose Armando Alanis-de, Aldrete-Leal, Metzli Ileana, Cuenca-Lara, Rubi Angelica, Medina-Casillas, Sandra Liliana, Park, Taejin, Ramos-Madrigal, Rodrigo, Santacruz-Carrillo, Malinali, Smith, Elizabeth M., Vargas, Rodrigo
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Advancing Urban Carbon Emission Downscaling to 1 km Resolution: A Deep LearningBased SocioEconomicEnvironmental (
SEE
) Framework
2026
Shen, Zehao, Feng, Yuning, Fraedrich, Klaus, Du, Mingyi
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
An eco-evolutionary optimality model explains the acclimated temperature
2026
Gan, Wenyao, Alizadeh, Nabil, Best, Martin, Vidale, Pier Luigi, Prentice, I. Colin, Harrison, Sandy P.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation
An Explainable Machine Learning Framework for Flood Damage Mapping Using Remote Sensing and Ground-Based Data: Application to the Basilicata Ionian Coast (Italy)
2026
Dal Sasso, Silvano Fortunato, Rondinone, Marica, Aung, Htay Htay, Telesca, Vito
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
An improved global database and model of plant available soil phosphorus
2026
McDowell, Richard W., Noble, Alasdair D. L., Doscher, Crile, Helfenstein, Julian
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
An Interpretable PhysicsGuided Deep Learning (IPGDL) Framework for BlueGreen Water Robust Projection and Nonlinear Interpretation in the River Basin
2026
Guo, Zhonghui, Feng, Chang, Liu, Qing, Yang, Liu, Lu, Yikun, Liu, Yan, Zhao, Boning, Wang, Dan
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
A fused soil moisture product integrating linear fusion method and error characteristics approach
2026
Singh, Anuj, Dhanya, C.T., Saharia, M.
Brightness Temperature, Microwave Imagery, Soil Moisture/Water Content , Vegetation Water Content, Surface Soil Moisture
A global 0.05 gross primary production dataset from 2001 to 2024 generated using a hybrid LSTM framework
2026
Chen, Shaoyang, Liu, Xinjie, Han, Qizhi, Wu, Yanhong, Liu, Liangyun
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Albedo , Anisotropy, Reflectance , Photosynthesis, Primary Production, Vegetation Productivity
A global mountain long-term monthly mean air temperature dataset from priority-based weighted fusion of multi-source 1-km satellite LST products and in-situ observations
2026
Zhao, Wei, Zhao, Junli, Xie, Xinyao, Wang, Yong, Yin, Gaofei, Yang, Yanqing, Wu, Jiujiang
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A High-Resolution Forest Soil Organic Carbon Dataset for China Derived from an Enhanced Quantile Regression Forest Model
2026
Chen, Jizhen, Ou, Yuxing, Fan, Zihao, Zhang, Xin, Xiao, Wenfa, Sun, Qiwu, Sun, Xiangyang, Huang, Zhilin
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance , Photosynthesis, Primary Production, Vegetation Productivity