Who settles where? Simulating urban growth and socioeconomic level using cellular automata and random forest regression
2022
Molar-Cruz, Anahi, Pohler, Lukas D, Hamacher, Thomas, Diepold, Klaus
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Vorhersage von hydrologischen Abflusskennwerten in unbeobachteten Einzugsgebieten mit Machine Learning
2022
Klingler, Christoph, Feigl, Moritz, Borgwardt, Florian, Seliger, Carina, Schmutz, Stefan, Herrnegger, Mathew
Land Use/Land Cover Classification , Reflectance , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM) , Soil Depth, Sediments
Water Level Change of Qinghai Lake from ICESat and ICESat-2 Laser
2022
Han, Weixiao, Huang, Chunlin, Gu, Juan, Hou, Jinliang, Zhang, Ying, Wang, Weizhen
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Weakening of the pinning point buttressing Thwaites Glacier, West Antarctica
2022
Wild, Christian T., Alley, Karen E., Muto, Atsuhiro, Truffer, Martin, Scambos, Ted A., Pettit, Erin C.
Ice Velocity, Grounding Line, Glacier Elevation/Ice Sheet Elevation, Glacier Thickness/Ice Sheet Thickness, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation
The use of GEDI canopy structure for explaining variation in tree
2022
Marselis, Suzanne M, Keil, Petr, Chase, Jonathan M, Dubayah, Ralph
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation
Towards a global seasonal and permanent reference water product from Sentinel-1/2 data for improved flood mapping
2022
Martinis, Sandro, Groth, Sandro, Wieland, Marc, Knopp, Lisa, Rattich, Michaela
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Towards a spatial archaeology of crafting landscapes
2022
Erb-Satullo, Nathaniel L.
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Towards ice-thickness inversion: an evaluation of global digital elevation models (DEMs) in the glacierized Tibetan Plateau
2022
Chen, Wenfeng, Yao, Tandong, Zhang, Guoqing, Li, Fei, Zheng, Guoxiong, Zhou, Yushan, Xu, Fenglin
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Ice Velocity, Glacier Elevation/Ice Sheet Elevation
Towards improved precipitation estimation with the GOES16 advanced baseline imager: Algorithm and evaluation
2022
Upadhyaya, Shruti A., Kirstetter, PierreEmmanuel, Kuligowski, Robert J., Searls, Maresa
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Droplet Size, Precipitation Rate , Radar Reflectivity
Thermal structure of the Amery Ice Shelf from borehole observations and simulations
2022
Wang, Yu, Zhao, Chen, Gladstone, Rupert, Galton-Fenzi, Ben, Warner, Roland
Ice Velocity, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation
The variation of net primary productivity and underlying mechanisms vary under different drought stress in Central Asia from 1990 to 2020
2022
Li, Saibo, He, Shaoyang
Land Use/Land Cover Classification , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
The wind farm as a sensor: learning and explaining orographic and plant-induced flow heterogeneities from operational data
2022
Braunbehrens, Robert, Vad, Andreas, Bottasso, Carlo L.
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
The world's second-largest, recorded landslide event: Lessons learnt from the landslides triggered during and after the 2018 Mw 7.5 Papua New Guinea ...
2022
Tanyas, Hakan, Hill, Kevin, Mahoney, Luke, Fadel, Islam, Lombardo, Luigi
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Tracks of deathElephant casualties along the HabaipurDiphu Railway in Assam, India
2022
Ahmed, Rekib, Saikia, Anup, Robeson, Scott M.
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Three different glacier surges at a spot: What satellites observe and what not
2022
Paul, Frank, Piermattei, Livia, Treichler, Desiree, Gilbert, Lin, Girod, Luc, Kaab, Andreas, Libert, Ludivine, Nagler, Thomas, Strozzi, Tazio, Wuite, Jan
Digital Elevation/Terrain Model (DEM) , Terrain Elevation
Threshold response to melt drives large-scale bed weakening in Greenland
2022
Maier, Nathan, Gimbert, Florent, Gillet-Chaulet, Fabien
Land Ice/Ocean Classification, Ice Velocity, Glacier Elevation/Ice Sheet Elevation, THERMAL PROPERTIES, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation
Topographic attributes to map land use capability of soils derived from basalt
2022
de Oliveira Junior, Jairo Calderari, Mucha, Nadia Mariane, Rodrigues, Miriam Fernanda, Pellegrini, Andre, de Paula Souza, Luiz Claudio
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Two glaciers and one sedimentary sink: the competing role of the Aare and the Valais glaciers in filling an overdeepened trough inferred from provenance ...
2022
Schwenk, Michael A., Stutenbecker, Laura, Schlafli, Patrick, Bandou, Dimitri, Schlunegger, Fritz
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
The Petilia-Sosti Shear Zone (Calabrian Arc, southern Italy)An onshore-offshore regional active structure
2022
Civile, Dario, Zecchin, Massimo, Tosi, Luigi, Da Lio, Cristina, Muto, Francesco, Sandron, Denis, Affatato, Alessandro, Accettella, Daniela, Mangano, Giacomo
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Uncertainty Analysis of Digital Elevation Models by Spatial Inference
2022
Hugonnet, Romain, Brun, Fanny, Berthier, Etienne, Dehecq, Amaury, Mannerfelt, Erik Schytt, Eckert, Nicolas, Farinotti, Daniel
REFLECTED INFRARED, THERMAL INFRARED, VISIBLE IMAGERY, Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Triggering mechanisms of Gayari avalanche, Pakistan
2022
Saif, Bilal, Tahir, Mohammad, Sultan, Amir, Iqbal, Muhammad Tahir, Iqbal, Talat, Shah, Muhammad Ali, Gurmani, Samia
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
The Latent Dirichlet Allocation model applied to airborne LiDAR data: a case study on mapping forest degradation associated with fragmentation and fire in the ...
2022
Valle, Denis, Silva, Carlos Alberto, Longo, Marcos, Brando, Paulo
Lidar, Forest Composition/Vegetation Structure, Digital Elevation/Terrain Model (DEM) , Canopy Characteristics
The limits of watershed delineation: implications of different DEMs, DEM resolutions, and area threshold values
2022
Datta, Srijon, Karmakar, Shyamal, Mezbahuddin, Symon, Hossain, Mohammad Mozaffar, Chaudhary, B. S., Hoque, Md. Enamul, Abdullah Al Mamun, M. M., Baul, Tarit Kumar
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
The spatio-temporal reconstruction of lake water levels using deep learning models: A case study on Altai mountains
2022
Yue, Linwei, Zan, Fangqing, Liu, Xiuguo, Yuan, Qiangqiang, Shen, Huanfeng
Reflectance , Terrain Elevation , 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
The role of machine learning on Arabica coffee crop yield based on
2022
de Carvalho Alves, Marcelo, Sanches, Luciana, Pozza, Edson Ampelio, Pozza, Adelia A.A., da Silva, Fabio Moreira
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)