A systematic literature review on crop yield prediction with deep learning and remote sensing
2022
Muruganantham, Priyanga, Wibowo, Santoso, Grandhi, Srimannarayana, Samrat, Nahidul Hoque, Islam, Nahina
Reflectance , Land Surface Temperature , Emissivity
A Tale of Shaheen's Cyclone Consequences in Al Khaboura City, Oman
2022
AlRuheili, Amna M.
Runoff , Soil Texture
A Simple Model for Tropical Convective Cloud Shield Area Growth and Decay Rates Informed by Geostationary IR, GPM, and Aqua/AIRS Satellite Data
2022
Elsaesser, Gregory S., Roca, Remy, Fiolleau, Thomas, Del Genio, Anthony D., Wu, Jingbo
Air Temperature, Carbon Monoxide , Cloud Fraction, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Geopotential Height, Methane, Outgoing Longwave Radiation, Atmospheric Ozone, Total Precipitable Water, Sea Surface Temperature , Surface Pressure, Skin Temperature, Surface Temperature , Sulfur Dioxide , Tropopause, Tropospheric Ozone, Upper Air Temperature, Water Vapor Profiles, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Precipitation
A spatial connectivity approach to landscapes of conflict: Julius Caesar and the assault to Puig Ciutat (NE Iberian Peninsula)
2022
Rubio-Campillo, Xavier, Ble, Eduard, Pujol, Angels, Sala, Roger, Tamba, Robert
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
A spatial frequency/spectral indicator-driven model for estimating cultivated land quality using the gradient boosting decision tree and genetic algorithm-back propagation neural network
2022
Xia, Ziqing, Peng, Yiping, Lin, Chenjie, Wen, Ya, Liu, Huiming, Liu, Zhenhua
Reflectance
A spatially explicit reconstruction of cropland cover in China around 1850 CE employing new land suitability based gridded allocation algorithm
2022
Zhang, Chengpeng, Fang, Xiuqi, Ye, Yu, Tang, Chanchan, Wu, Zhilei, Zheng, Xue, Zhang, Diyang, Jiang, Chang, Li, Jun, Li, Yikai, Zhao, Zhilong
Canopy Characteristics, Leaf Characteristics, Plant Characteristics, Vegetation Cover, Vegetation Index , Vegetation Index, Albedo , Reflectance
A statistical evaluation of Earth-observation-based composite drought indices for a localized assessment of agricultural drought in Pakistan
2022
Schwartz, Caily, Ellenburg, W. Lee, Mishra, Vikalp, Mayer, Timothy, Griffin, Robert, Qamer, Faisal, Matin, Mir, Tadesse, Tsegaye
Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
A stratified environmental reference system for better understanding of the relationship between remote sensing observations and ground monitoring of karst rocky desertification
2022
Xu, Erqi, Zhang, Hongqi
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Albedo , Anisotropy
A Structural Equation Modeling Approach to Disentangling Regional-Scale Landscape Dynamics in Ghana
2022
Peeling, Julie A., Singh, Aditya, Judge, Jasmeet
Albedo , Anisotropy, Land Surface Temperature , Emissivity, Evapotranspiration , Latent Heat Flux, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Forest Management
A study of one localscale convective precipitation event over central Tibetan Plateau with large eddy simulations
2022
Cheng, Xiaolong, Shi, Yueqin, Gao, Wenhua
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
A Study on Availability of Ground Observations and Its Impacts on Bias Correction of Satellite Precipitation Products and Hydrologic Simulation Efficiency
2022
Zhou, Li, Koike, Toshio, Takeuchi, Kuniyoshi, Rasmy, Mohamed, Onuma, Katsuhiro, Ito, Hiroyuki, Selvarajah, Hemakanth, Liu, Lingxue, Li, Xiaodong, Ao, Tianqi
Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI), Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Accounting for Carbon Sink and its Dominant Influencing Factors in Chinese Ecological Space
2022
Lin, Gang, Jiang, Dong, Li, Xiang, Fu, Jingying
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance , Albedo , Anisotropy, Photosynthesis, Primary Production, Vegetation Productivity, Land Use/Land Cover Classification
A scalable framework for post fire debris flow hazard assessment using satellite precipitation data
2022
Orland, Elijah, Kirschbaum, Dalia, Stanley, Thomas
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
A Scalable High-Performance Unsupervised System for Producing Large-Scale HR Land Cover Maps: The Italian Country Case Study
2022
Paris, Claudia, Gasparella, Luca, Bruzzone, Lorenzo
Land Use/Land Cover Classification , Vegetation Cover, Land Use Classes
A scale-separating framework for fusing satellite land surface temperature products
2022
Yang, Yichen, Lee, Xuhui
Land Surface Temperature , Emissivity, Vegetation Index , Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Normalized Difference Vegetation Index (NDVI)
A semi-automatic approach for doline mapping in Brazilian covered karst: the way forward to vulnerability assessment
2022
Fernandes Ferreira, Cristiano, Yawar Hussain, Uagoda, Rogerio
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 , Land Use/Land Cover Classification , Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation , 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
A trait-based framework for predicting foodborne pathogen risk from wild
2022
Smith, Olivia M., Olimpi, Elissa M., NavarroGonzalez, Nora, Cornell, Kevin A., Frishkoff, Luke O., Northfield, Tobin D., Bowles, Timothy M., Edworthy, Max, Eilers, Johnna, Fu, Zhen, Garcia, Karina, Gonthier, David J., Jones, Matthew S., Kennedy, Christina M., Latimer, Christopher E., Owen, Jeb P., Sato, Chika, Taylor, Joseph M., WilsonRankin, Erin E., Snyder, William E., Karp, Daniel S.
Land Use/Land Cover Classification
A two-step merging strategy for incorporating multi-source precipitation products and gauge observations using machine learning classification and ...
2022
Lei, Huajin, Zhao, Hongyu, Ao, Tianqi
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
A union of dynamic hydrological modeling and satellite remotely-sensed data for spatiotemporal assessment of sediment yields
2022
Preetha, Pooja, Al-Hamdan, Ashraf
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance
A Unique Burial of the Fourth Millennium BCE and the Earliest Burial Traditions in Mongolia
2022
Reichert, Susanne, Erdene-Ochir, Nasan-Ochir, Bemmann, Jan
RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM)
A new integrated assessment framework for climate-smart nutrition security in sub-Saharan Africa: the integrated Future Estimator for Emissions and Diets ...
2022
Jennings, Stewart A., Challinor, Andrew J., Smith, Pete, Macdiarmid, Jennie I., Pope, Edward, Chapman, Sarah, Bradshaw, Catherine, Clark, Heather, Vetter, Sylvia, Fitton, Nuala, King, Richard, Mwamakamba, Sithembile, Madzivhandila, Tshilidzi, Mashingaidze, Ian, Chomba, Christian, Nawiko, Masiye, Nyhodo, Bonani, Mazibuko, Ndumiso, Yeki, Precious, Kuwali, Pamela, Kambwiri, Alfred, Kazi, Vivian, Kiama, Agatha, Songole, Abel, Coskeran, Helen, Quinn, Claire, Sallu, Susannah, Dougill, Andrew, Whitfield, Stephen, Kunin, Bill, Meebelo, Nalishebo, Jamali, Andrew, Kantande, Dhaquirs, Makundi, Prosper, Mbungu, Winfred, Kayula, Frank, Walker, Sue, Zimba, Sibongile, Yamdeu, Joseph Hubert Galani, Kapulu, Ndashe, Galdos, Marcelo Valadares, Eze, Samuel, Tripathi, Hemant G., Sait, Steven M., Kepinski, Stefan, Likoya, Emmanuel, Greathead, Henry, Smith, Harriet Elizabeth, Mahop, Marcelin Tonye, Harwatt, Helen, Muzammil, Maliha, Horgan, Graham, Benton, Tim
Carbon , Cation Exchange Capacity, Organic Matter
A method for reconstructing NDVI time-series based on envelope detection
2022
Liu, Xinkai, Ji, Lingyun, Zhang, Chen, Liu, Yanhui
Land Use/Land Cover Classification
A method to derive satellite PAR albedo time series over first-year sea ice in the Arctic Ocean
2022
Laliberte, Julien, Rehm, Eric, Hamre, Borge, Goyens, Clemence, Perovich, Donald K., Babin, Marcel
Reflectance
A Methodology to Generate Integrated Land Cover Data for Land Surface Model by Improving Dempster-Shafer Theory
2022
Huang, Anqi, Shen, Runping, Li, Yeqing, Han, Huimin, Di, Wenli, Hagan, Daniel Fiifi Tawia
Land Use/Land Cover Classification
A mixed clustering-based approach for a territorial hydrological regionalization
2022
Rami, Oumaima, Hasnaoui, Moulay Driss, Ouazar, Driss, Bouziane, Ahmed
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps