Crop Predictive Insights: The Synergy of Deep Learning, Multi-Source Satellite Imagery and Weather Data
2023
Patel, Pragneshkumar, Chaudhary, Sanjay, Parmar, Hasit
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Crop production in Turkiye: trends and driving variables
2023
Rezaei, Ehsan Eyshi, Ghazaryan, Gohar, Yamac, Sevim Seda
Reflectance , Land Surface Temperature , Emissivity, Evapotranspiration , Latent Heat Flux
Cropland carbon stocks driven by soil characteristics, rainfall and elevation
2023
Chen, Fangzheng, Feng, Puyu, Harrison, Matthew Tom, Wang, Bin, Liu, Ke, Zhang, Chenxia, Hu, Kelin
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration , Latent Heat Flux
Cropland Extraction in Southern China from Very High-Resolution Images
2023
Xie, Dehua, Xu, Han, Xiong, Xiliu, Liu, Min, Hu, Haoran, Xiong, Mengsen, Liu, Luo
Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI)
Developing a two-decadal time-record of rice field maps using Landsat-derived multi-index image collections with a random forest classifier: A Google Earth ...
2023
Fernando, W. Ashane M., Senanayake, I.P.
Land Use/Land Cover Classification
Developing global annual land surface phenology datasets (1982-2018)
2023
Wu, Wei, Li, Ziming, Zhang, Zhicheng, Yan, Chenxi, Xiao, Kun, Wang, Yidan, Xin, Qinchuan
Land Use/Land Cover Classification
Developing spring wheat in the Noah-MP land surface model (v4. 4) for growing season dynamics and responses to temperature stress
2023
Zhang, Zhe, Li, Yanping, Chen, Fei, Harder, Phillip, Helgason, Warren, Famiglietti, James, Valayamkunnath, Prasanth, He, Cenlin, Li, Zhenhua
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Developing the role of Earth observation in spatio-temporal mosquito modelling to identify malaria hot-spots
2023
Marston, Christopher, Rowland, Clare, ONeil, Aneurin, Irish, Seth, Watsenga, Francis, Martin-Gallego, Pilar, Aplin, Paul, Giraudoux, Patrick, Strode, Clare
Land Surface Temperature , Emissivity
Drought history and vegetation response in the Angolan Highlands
2023
Lourenco, Mauro, Woodborne, Stephan, Fitchett, Jennifer M.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Drought Monitoring & Changes in the Vegetation Cover of Aurangabad Region, Maharashtra Over Last Two Decades: A Comparative Study of Remote Sensing ...
2023
Nitwane, Rashmi, Bhagile, Vaishali, Deshmukh, Ratnadeep
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance
Drought Propagation in Brazilian Biomes Revealed by Remote Sensing
2023
Rossi, Julia Brusso, Ruhoff, Anderson, Fleischmann, Ayan Santos, Laipelt, Leonardo
Photosynthesis, Primary Production, Vegetation Productivity, Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration , Latent Heat Flux, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Design of a Multilayer Perceptron Network Based on the Normalized Histogram to Develop Yields Predictive Model
2023
Khalil, Zena H., Khaleel, Alaa Hussein
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Correlation analysis of agricultural drought risk on wet farming crop and meteorological drought index in the tropical-humid region
2023
Irawan, Amalia Nafisah Rahmani, Komori, Daisuke, Hendrawan, Vempi Satriya Adi
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Corridor-based approach with spatial cross-validation reveals
2023
Palm, Eric C., Landguth, Erin L., Holden, Zachary A., Day, Casey C., Lamb, Clayton T., Frame, Paul F., Morehouse, Andrea T., Mowat, Garth, Proctor, Michael F., Sawaya, Michael A., Stenhouse, Gordon, Whittington, Jesse, Zeller, Katherine A.
Forest Management
Drivers of eco-environmental quality in China from 2000 to 2017
2023
Bai, Tingting, Cheng, Jie, Zheng, Zihao, Zhang, Qifei, Li, Zihao, Xu, Dong
Land Surface Temperature , Emissivity, Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration , Latent Heat Flux
Drivers of fishery status for the cultural keystone paua (Haliotis iris) in Customary fishery Protection Areas in Aotearoa New Zealand
2023
Ryder, Finn J., Gnanalingam, Gaya, Pritchard, Daniel W., Rayment, William J., Scott, Nigel J., Hepburn, Christopher D.
Sea Surface Temperature
Drivers of maize yield variability at household level in Northern Ghana and Malawi
2023
Gachoki, Stella, Muthoni, Francis
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Drought-induced vulnerability and resilience of different land use types
2023
Fathi-Taperasht, Amin, Shafizadeh-Moghadam, Hossein, Sadian, Ali, Xu, Tingting, Nikoo, Mohammad Reza
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity
Dry-to-Wet Soil Gradients Enhance Convection and Rainfall over Subtropical South America
2023
Chug, Divyansh, Dominguez, Francina, Taylor, Christopher M., Klein, Cornelia, Nesbitt, Stephen W.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Precipitation , Brightness Temperature, Reflectance , Total Surface Water , Emissivity, Land Surface Temperature , Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Brightness Temperature, Surface Soil Moisture, Precipitation Amount, Precipitation Rate , Snow, Rain
Drylands contribute disproportionately to observed global productivity
2023
Wang, Shuai, Fu, Bojie, Wei, Fangli, Piao, Shilong, Maestre, Fernando T., Wang, Lixin, Jiao, Wenzhe, Liu, Yanxu, Li, Yan, Li, Changjia, Zhao, Wenwu
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
Drivers of small-mammal community structure in tropical savannas
2023
Bergstrom, Bradley J., Dickman, Christopher R., Monadjem, Ara, Vieira, Emerson M.
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Drought Assessment across Erbil Using Satellite Products
2023
Mustafa Alee, Mohammed, Danandeh Mehr, Ali, Akdegirmen, Ozgun, Nourani, Vahid
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Drought characterization and severity analysis using GRACE-TWS and MODIS
2023
Getahun, Yitea Seneshaw, Li, Ming-Hsu, Chen, Yi-Ying, Yate, Tewoderos Addisu
Evapotranspiration , Latent Heat Flux
Double stress of waterlogging and drought drives forestsavanna coexistence
2023
Mattos, Caio R. C., Hirota, Marina, Oliveira, Rafael S., Flores, Bernardo M., Miguez-Macho, Gonzalo, Pokhrel, Yadu, Fan, Ying
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Downscaling Daily Satellite-Based Precipitation Estimates Using MODIS
2023
Medrano, Sergio Callau, Satge, Frederic, Molina-Carpio, Jorge, Zola, Ramiro Pillco, Bonnet, Marie-Paule
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, Total Surface Precipitation Rate