Combining Observations and Models: A Review of the CARDAMOM Framework
2025
Worden, Matthew A., Bilir, T. Eren, Bloom, A. Anthony, Fang, Jianing, Klinek, Lily P., Konings, Alexandra G., Levine, Paul A., Milodowski, David T., Quetin, Gregory R., Smallman, T. Luke, BarOn, Yinon M., Braghiere, Renato K., David, Cedric H., Fischer, Nina A., Gentine, Pierre, Green, Tim J., Jones, Ayanna, Liu, Junjie, Longo, Marcos, Ma, Shuang, Magney, Troy S., Massoud, Elias C., Myrgiotis, Vasileios, Norton, Alexander J., Parazoo, Nick, Tajfar, Elahe, Trugman, Anna T., Williams, Mathew, Worden, Sarah, Zhao, Wenli, Zhu, Songyan
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Terrestrial Ecosystems , LIDAR WAVEFORM, Biomass
Climatic zoning and future projections of citrus black spot in Brazil: adaptive strategies for sustainable citrus farming in the face of climate change
2025
Torsoni, Guilherme Botega, Aparecido, Lucas Eduardo de Oliveira, Baratti, Ana Claudia Costa, Rossi, Maira Ferreira de Melo, Lorencone, Pedro Antonio, Lorencone, Joao Antonio
Land Use/Land Cover Classification
Climatology of Tehran surface heat Island: a satellite-based spatial analysis
2025
Zargari, Motahhareh, Mofidi, Abbas, Entezari, Alireza, Baaghideh, Mohammad
Land Surface Temperature , Emissivity
Comparison of in Situ Plant Area Index and Remotely Sensed Leaf Area Index of Northeastern American Deciduous, Mixed, and Coniferous Forests for SMAPVEX19-22
2025
Cook, Christopher L., Bourgeau-Chavez, Laura, Bilt, Dorthea Vander, Miller, Mary Ellen, Kraatz, Simon, Cosh, Michael H., Kelly, Victoria R., Colliander, Andreas
Land Use/Land Cover Classification
Comprehensive reassessment of Australia's land-surface phenology trends
2025
Burton, Chad.A., Rifai, Sami.W., Renzullo, Luigi.J., Van Dijk, Albert.I.J.M.
Reflectance , Anisotropy
Conceptualizing dust emission areas and hotspots over the Aeolian landforms via remote-sensing aerosol algorithms (case study: Lake Urmia, a major hypersaline ...
2025
Ahmady-Birgani, Hesam
Aerosol Optical Depth/Thickness
CONCN: a high-resolution, integrated surface watergroundwater ParFlow modeling platform of continental China
2025
Yang, Chen, Jia, Zitong, Xu, Wenjie, Wei, Zhongwang, Zhang, Xiaolang, Zou, Yiguang, McDonnell, Jeffrey, Condon, Laura, Dai, Yongjiu, Maxwell, Reed
Land Use/Land Cover Classification , Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
Comparison of three different satellite data on 2D flood modeling using HECRAS (5.0. 7) software and investigating the improvement ability of the RAS Mapper tool
2025
Kaya, Yunus Ziya, Unes, Fatih
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Reforestation, Terrestrial Ecosystems , Permafrost , Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Growth/Melt , Ice Roughness, Ice Temperature, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Reflectance , Sea Ice Motion , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice, Snow Cover , Landslides , Aeolian Landforms , Coastal Landforms , Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms , Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Roughness, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Sea Ice Motion , Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes , Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice
Comparisons of forest mapping data sets in Sahel and their implications
2025
Zhang, Tong, Liu, Ronggao, Liu, Yang, Wang, Guoqin, Chen, Jilong, Duan, Quan
Land Use/Land Cover Classification
Consistent global dataset on biodiversity intactness footprint of agricultural production from 2000 to 2020
2025
Nguyen, Can Trong, Vackarova, Davina, Weinzettel, Jan
Land Use/Land Cover Classification
Differential effects of environmental predictability on ungulate
2025
Standen, Madeline P., Ditmer, Mark A., Stoner, David C., Hersey, Kent R., Carter, Neil H.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance
Differentiating the impacts of natural growth and artificial restoration of vegetation on water use efficiency in the Yellow River basin
2025
Luan, Jinkai, Ma, Ning, Wu, Jiefeng, Zhang, Ran
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Leaf Characteristics, Photosynthetically Active Radiation
Diffuse Fertilization or Lack Thereof: A Multisite Synthesis of Water
2025
Schwartz, E., KeppelAleks, G., Steiner, A. L.
Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Land Use/Land Cover Classification , Evapotranspiration , Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Trace Gases/Trace Species , Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Atmospheric Stability, Humidity , Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone, Plant Phenology, Enhanced Vegetation Index (EVI)
Digital mapping of peat thickness and carbon stock of global peatlands
2025
Widyastuti, Marliana Tri, Minasny, Budiman, Padarian, Jose, Maggi, Federico, Aitkenhead, Matt, Beucher, Amelie, Connolly, John, Fiantis, Dian, Kidd, Darren, Ma, Yuxin, Macfarlane, Fraser, Robb, Ciaran, Rudiyanto, Setiawan, Budi I., Taufik, Muh
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM) , Soil Depth, Sediments
Development of Level 2 aerosol and surface products from cross-track scanning polarimeter POSP on board the GF-5 (02) satellite
2025
Chen, Cheng, Lei, Xuefeng, Liu, Zhenhai, Gu, Haorang, Dubovik, Oleg, Litvinov, Pavel, Fuertes, David, Cao, Yujia, Yu, Haixiao, Xiang, Guangfeng, Meng, Binghuan, Qiu, Zhenwei, Sun, Xiaobing, Hong, Jin, Li, Zhengqiang
Albedo , Anisotropy
Diagnosing aerosolmeteorological interactions on snow within Earth system models: a proof-of-concept study over High Mountain Asia
2025
Roychoudhury, Chayan, He, Cenlin, Kumar, Rajesh, Arellano Jr., Avelino F.
Reflectance , Dust/Ash/Smoke , Carbonaceous Aerosols, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide , Sulfur Oxides, Dimethyl Sulfide, Aerosol Particle Properties, Particulate Matter, Aerosols , Surface Pressure, Pressure Thickness, Relative Humidity, Sea Salt, Black Carbon, Air Mass/Density , Aerosol Concentration, Deposition, Longwave Radiation, Shortwave Radiation, Atmospheric Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Land Surface Temperature , Snow Cover , Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, PARTICULATE MATTER (PM 2.5) , PARTICULATE MATTER (PM 1.0) , PARTICULATE MATTER (PM 10) , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Atmospheric Ozone, Sea Level Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Surface Temperature , Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , Upper Level Winds, Atmospheric Pressure, Cloud Top Pressure, Sea Level Pressure, Total Precipitable Water, Oxygen Compounds, Boundary Layer Winds, Albedo, Snow Depth , Snow Water Equivalent , Heat Flux, Water Vapor, Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, 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 , Surface Water, Runoff Rate, Average Flow, Average Flow, Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI)
MODIS/Terra+Aqua AOD and Water Vapor from MAIAC, Daily L3 Global 0.05Deg CMG V061 MERRA-2 inst3_3d_aer_Nv: 3d,3-Hourly,Instantaneous,Model-Level,Assimilation,Aerosol Mixing Ratio 0.625 x 0.5 degree V5.12.4 (M2I3NVAER) High Mountain Asia 12 km Modeled Estimates of Aerosol Transport, Chemistry, and Deposition Reanalysis, 2003-2019 V001 MERRA-2 tavg1_2d_rad_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXRAD) MODIS/Aqua Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V006 MERRA-2 tavg1_2d_aer_Nx: 2d,1-Hourly,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXAER) GPM IMERG Final Precipitation L3 1 day 0.1 degree x 0.1 degree V07 (GPM_3IMERGDF) MODIS/Aqua Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V061 MERRA-2 inst3_3d_asm_Nv: 3d,3-Hourly,Instantaneous,Model-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NVASM) MODIS/Terra Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V006 MERRA-2 tavgM_2d_slv_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXSLV) High Mountain Asia UCLA Daily Snow Reanalysis V001 MERRA-2 tavg1_2d_flx_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXFLX) 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) MODIS/Terra Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V061 MERRA-2 inst1_2d_asm_Nx: 2d,1-Hourly,Instantaneous,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2I1NXASM)
Describing seasonal mixtures of cloud regimes via regimes of regimes
2025
Cho, Nayeong, Oreopoulos, Lazaros, Lee, Dongmin, Tan, Jackson, Jin, Daeho
Clouds , Cloud Optical Depth/Thickness, Cloud Top Pressure, Geopotential Height, Altitude, Surface Temperature , Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone
Detection of 85 new active subglacial lakes in Antarctica from a decade of CryoSat-2 data
2025
Wilson, Sally F., Hogg, Anna E., Rigby, Richard, Gourmelen, Noel, Nias, Isabel, Slater, Thomas
Basins, Coastline, Grounding Line, Ice Shelves, Snow Grain Size, Surface Morphology
Detection of fast-changing intra-seasonal vegetation dynamics of drylands using solar-induced chlorophyll fluorescence (SIF)
2025
Wen, Jiaming, Tagliabue, Giulia, Rossini, Micol, Fava, Francesco Pietro, Panigada, Cinzia, Merbold, Lutz, Leitner, Sonja, Sun, Ying
Longwave Radiation, Shortwave Radiation, Heat Flux, Liquid Precipitation, Snow/Ice , Geopotential Height, Altitude, Surface Temperature , Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Reflectance , Anisotropy, Land Use/Land Cover Classification , Solar Induced Fluorescence, Chlorophyll , Primary Production, Leaf Characteristics, Potential Vorticity, Vertical Profiles, Relative Humidity, Ozone Profiles
MERRA-2 tavg1_2d_lfo_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Forcings 0.625 x 0.5 degree V5.12.4 (M2T1NXLFO) MERRA-2 tavg1_2d_slv_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXSLV) MODIS/Terra+Aqua BRDF/Albedo Nadir BRDF-Adjusted Ref Daily L3 Global - 500m V006 MODIS/Terra+Aqua BRDF/Albedo Nadir BRDF-Adjusted Ref Daily L3 Global - 500m V061 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 0.05Deg CMG V006 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 0.05Deg CMG V061 High Resolution Global Contiguous SIF Estimates from OCO-2 SIF and MODIS, Version 2 MERRA-2 inst3_3d_asm_Np: 3d,3-Hourly,Instantaneous,Pressure-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NPASM)
Development of adaptive phenology metrics based on MODIS albedo and temperature observations and its global-scale assessment for glacier mass balance ...
2025
Xin, Chen, Sheng, Yongwei
Land Surface Temperature , Emissivity
Development of an enhanced hybrid piecewise logistic model for
2025
Ye, Yongchang, Zhang, Xiaoyang, Wang, Jianmin, Tran, Khuong H., Liu, Yuxia, Shen, Yu, Gao, Shuai, An, Shuai
Land Use/Land Cover Classification , Reflectance , Enhanced Vegetation Index (EVI), Anisotropy, Albedo , Plant Phenology, Ecosystems, Food Security , Conservation , Sustainability , Climate Adaptation
Determining the influence of meteorological, environmental, and
2025
Mousavi, Seyed Mohsen, Dinan, Naghmeh Mobarghaee, Khoshbakht, Korous, Ansarifard, Saeed, Sonnentag, Oliver, Naghibi, Amir
Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity, Emissivity, Land Surface Temperature
Developing a Composite Hydrological Drought Index Using the VIC Model: Case Study in Northern Thailand
2025
Lapyai, Duangnapha, Chotamonsak, Chakrit, Chantara, Somporn, Limsakul, Atsamon
Land Use/Land Cover Classification
Different Impacts of Aerosols on Cloud Development over Land and Ocean Regions in East China
2025
Zhao, Xin, Zhao, Chuanfeng, Chi, Yulei, Yang, Jie, Sun, Yue, Yang, Yikun, Fan, Hao
Aerosols , Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke , Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide , Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5) , PARTICULATE MATTER (PM 10) , PARTICULATE MATTER (PM 1.0) , Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Clouds , Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Cloud Types
Determination of emissivity profiles using a Bayesian data-driven approach
2025
Sgheri, Luca, Sgattoni, Cristina, Zugarini, Chiara
Land Use/Land Cover Classification , Emissivity, Land Surface Temperature , Vegetation Index , Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Normalized Difference Vegetation Index (NDVI)