deadtrees.earth An open-access and interactive database for centimeter-scale aerial imagery to uncover global tree mortality dynamics
2026
Mosig, Clemens, Vajna-Jehle, Janusch, Mahecha, Miguel D., Cheng, Yan, Hartmann, Henrik, Montero, David, Junttila, Samuli, Horion, Stephanie, Schwenke, Mirela Beloiu, Koontz, Michael J., Maulud, Khairul Nizam Abdul, Adu-Bredu, Stephen, Al-Halbouni, Djamil, Ali, Muhammad, Allen, Matthew, Altman, Jan, Amoros, Lot, Angiolini, Claudia, Astrup, Rasmus, Awada, Hassan, Barrasso, Caterina, Bartholomeus, Harm, Beck, Pieter S.A., Bozzini, Aurora, Braun-Wimmer, Joshua, Brede, Benjamin, Breunig, Fabio Marcelo, Brugnaro, Stefano, Buras, Allan, Burchard-Levine, Vicente, Camarero, Jesus Julio, Candotti, Anna, Capuder, Luka, Carrieri, Erik, Centritto, Mauro, Chirici, Gherardo, Cloutier, Myriam, Conciani, Dhemerson, Cushman, KC, Dalling, James W., Dao, Phuong D., Dempewolf, Jan, Denter, Martin, Dogotari, Marcel, Diaz-Delgado, Ricardo, Ecke, Simon, Eichel, Jana, Eltner, Anette, Fabbri, Andre, Fabi, Maximilian, Fassnacht, Fabian, Ferreira, Matheus Pinheiro, Fischer, Fabian Jorg, Frey, Julian, Frick, Annett, Fuentes, Jose, Ganz, Selina, Garbarino, Matteo, Garcia, Milton, Gassilloud, Matthias, Gazol, Antonio, Gea-Izquierdo, Guillermo, Gerberding, Kilian, Ghasemi, Marziye, Giannetti, Francesca, Gillan, Jeffrey, Gonzalez, Roy, Gosper, Carl, Greene, Terry, Greinwald, Konrad, Grieve, Stuart, Groe-Stoltenberg, Andre, Gutierrez, Jesus Aguirre, Goritz, Anna, Hajek, Peter, Hedding, David, Hempel, Jan, Heremans, Stien, Hernandez, Melvin, Heurich, Marco, Honkavaara, Eija, Hofle, Bernhard, Jackisch, Robert, Jucker, Tommaso, Kalwij, Jesse M., Kepfer-Rojas, Sebastian, Khatri-Chhetri, Pratima, Kleinebecker, Till, Klemmt, Hans-Joachim, Kloucek, Tomas, Koivumaki, Niko, Kolagani, Nagesh, Komarek, Jan, Korznikov, Kirill, Kraszewski, Bartomiej, Kruse, Stefan, Kruger, Robert, Kuechly, Helga, Kwong, Ivan H.Y., Laliberte, Etienne, Langan, Liam, Latifi, Hooman, Leal-Medina, Claudia, Lehmann, Jan R.K., Li, Linyuan, Lines, Emily, Lisiewicz, Maciej, Lopatin, Javier, Lucieer, Arko, Ludwig, Antonia, Ludwig, Marvin, Lyytikainen-Saarenmaa, Paivi, Ma, Qin, Mansuy, Nicolas, Pena, Jose Manuel, Marino, Giovanni, Maroschek, Michael, Martin, M.Pilar, Martin-Benito, Dario, Matham, Pavan, Mazzoni, Sabrina, Meloni, Fabio, Menzel, Annette, Meyer, Hanna, Miraki, Mojdeh, Moreno, Gerardo, Moreno-Fernandez, Daniel, Muller-Landau, Helene C., Malicke, Mirko, Mohring, Jakobus, Mullerova, Jana, Naidu, Setti Sridhara, Nardi, Davide, Neumeier, Paul, Nita, Mihai Daniel, Nasi, Roope, Oppgenoorth, Lars, Orunbaev, Sagynbek, Palmer, Melanie, Paul, Thomas, Pfenning, Mattis, Potts, Alastair, Prasanna, Gudala Laxmi, Prober, Suzanne, Puliti, Stefano, Perez-Luque, Antonio J., Perez-Priego, Oscar, Reudenbach, Chris, Revuelto, Jesus, Rivas-Torres, Gonzalo, Roberge, Philippe, Roggero, Pier Paolo, Rossi, Christian, Ruehr, Nadine Katrin, Ruiz-Benito, Paloma, Runge, Christian Mestre, Satta, Gabriele Giuseppe Antonio, Scanu, Bruno, Scherer-Lorenzen, Michael, Schiefer, Felix, Schiller, Christopher, Schladebach, Jacob, Schmehl, Marie-Therese, Schmid, Jonathan, Schmidt, Tristan Alexander, Schwarz, Selina, Seidl, Rupert, Seifert, Thomas, Barba, Ana Seifert, Shafeian, Elham, Shapiro, Aurelie, de Simone, Leopoldo, Sohrabi, Hormoz, Soltani, Salim, Sotomayor, Laura, Sparrow, Ben, Steer, Benjamin S.C., Stenson, Matt, Stockigt, Benjamin, Su, Yanjun, Suomalainen, Juha, Tamudo, Elisa, Barbieri, Mauro J. Tognetti, Tomelleri, Enrico, Torresani, Michele, Trepekli, Katerina, Ullah, Saif, Ullah, Sami, Umlauft, Josefine, Vargas-Ramirez, Nicolas, Vatandaslar, Can, Visacki, Vladimir, Volpi, Michele, Vasquez, Vicente, Wallis, Christine, Weinstein, Ben, Weiser, Hannah, Wich, Serge, Ximena, Tagle Casapia, Zarco-Tejada, Pablo J., Zdunic, Katherine, Zielewska-Buttner, Katarzyna, de Oliveira, Raquel Alves, van Wagtendonk, Liz, von Dosky, Vincent, Kattenborn, Teja
Reflectance , Enhanced Vegetation Index (EVI)
Delta-X: An airborne remote sensing framework to calibrate hydrodynamic
2026
Simard, Marc, Jones, Cathleen E., Twilley, Robert R., Castaneda-Moya, Edward, Fagherazzi, Sergio, Fichot, Cedric G., Lamb, Michael P., Passalacqua, Paola, Pavelsky, Tamlin M., Thompson, David R., Belhadj-aissa, Saoussen, Biswas, Pradipta, Christensen, Alexandra, Cortese, Luca, Denbina, Michael, Donatelli, Carmine, Flores, Sarah, Fontenot, Andy, Harringmeyer, Joshua P., Jensen, Daniel, Mallard, John, Nghiem, Justin, Oliver-Cabrera, Talib, Payandeh, Ali Reza, Rovai, Andre S., Solohin, Elena, Soloy, Antoine, Varugu, Bhuvan, Wang, Dongchen, Wright, Kyle, Zhang, Xiaohe, Zheng, Yang
Hydroperiod, Inundation, Water Channels, Surface Water Processes/Measurements, Estuary, Water Depth, Coastal Bathymetry, Rivers/Stream, Wetlands , Deltas, Digital Elevation/Terrain Model (DEM) , Coastal Elevation, Wetlands , Stage Height, Salt Marsh, Coastal, Biomass, Wetlands , Forests, Suspended Solids, Terrain Elevation , Primary Production, Vegetation Species, Plant Characteristics, Sedimentation , Accretion, Isotopic Age, Soil Horizons/Profile, Infrared Radiance, Sedimentation , Sediments, VIEWING GEOMETRY, Vegetation Cover, Geolocation, Visible Radiance, Sediment Transport, Sediment Transport, Attenuation/Transmission, Vegetation Fraction, Sea Level Changes , REFLECTED INFRARED, VISIBLE IMAGERY, Reflectance , Isotopes, Nutrients , Nutrient Cycling, Isotope Ratios, Sediment Transport, Sediment Transport, Nitrogen, Organic Matter, Soil Bulk Density, Carbon , Potassium, Nitrogen, Dominant Species, Discharge/Flow, Soil Rooting Depth, Salinity , Sediment Composition, Organic Matter, Solids, Surface Water Chemistry, Soil Organic Carbon (SOC), Sedimentation , Water Depth, Water Characteristics, Turbidity, Water Temperature , Chlorophyll Concentrations, Sedimentation
Delta-X: Delft3D FM, Weighted Mean Hydroperiod, MRD, Louisiana, USA Delta-X: Sonar Bathymetry Survey of Channels, MRD, Louisiana, 2021 Pre-Delta-X: Channel Bathymetry of the Atchafalaya Basin, LA, USA, 2016 Delta-X: Digital Elevation Model, MRD, LA, USA, 2021 Delta-X: UAVSAR L3 Water Level Changes, MRD, Louisiana, 2021 Delta-X: Aboveground Biomass and Necromass across Wetlands, MRD, Louisiana, 2021, V2 Delta-X AVIRIS-NG and UAVSAR L3 Derived Forest Aboveground Biomass, MRD, LA Delta-X: Total Suspended Solids Concentration across MRD, LA, USA, 2021, Version 2 Delta-X: UAVSAR L1 Single Look Complex (SLC) Stack Products, MRD, Louisiana, 2021 Delta-X: AirSWOT Level 1B Interferogram Products in Radar Coordinates, 2021 Delta-X: AVIRIS-NG L3 Derived Herbaceous Aboveground Biomass, MRD, Louisiana, USA, V3 Delta-X: UAVSAR L3 Gridded Open Water Channels, MRD, LA, USA, 2021, V2 Delta-X: Aboveground Vegetation Structure, Herbaceous Wetlands, MRD, LA, USA, V2 Delta-X: Soil Accretion Rates from Cs-137 Activity and NUMAR Validation, MRD, LA Delta-X: AVIRIS-NG L1B Spectral Radiance Products, MRD, Louisiana, 2021 Delta-X: Delft3D Broad-Scale Sediment Model, Terrebonne Basin, MRD, Louisiana, USA Pre-Delta-X: UAVSAR-derived Water Level Change Maps, Atchafalaya Basin, LA, USA, 2016 Delta-X: In situ Beam Attenuation and Particle Size from LISST-200X, 2021 Delta-X: AVIRIS-NG L2B Derived Fractional Cover, MRD, LA, USA, 2021 Delta-X: UAVSAR L2 Interferometric Products, MRD, Louisiana, 2021 Delta-X: AVIRIS-NG L2 Surface Reflectance, MRD Louisiana, 2021 Delta-X: Root Stable Isotopes from Herbaceous Wetlands, MRD, LA, USA, August 2021 Delta-X: NUMAR Predictive Model for Marsh Accretion Rates and Chemical Properties Delta-X: Matlab Model for Wax Lake Delta Land Accretion Delta-X: Delft3D Sediment Model, Site 421, Terrebonne Basin, MRD, Louisiana, USA Delta-X: Soil Properties for Herbaceous Wetlands, MRD, Louisiana, 2021, V3 Delta-X: Foliar Stable Isotopes, MRD, LA, USA, 2021 Delta-X: Acoustic Doppler Current Profiler Channel Surveys, MRD, Louisiana, 2021, V2 Delta-X: Ecogeomorphic Cell Products across the MRD, LA, USA, 2021 Delta-X: UAVSAR L1B Interferometric Products, MRD, Louisiana, 2021 Delta-X: Belowground Biomass and Necromass across Wetlands, MRD, LA, USA, 2021, V2 Delta-X: Delft3D FM, Weighted Mean Salinity, MRD, Louisiana, USA Delta-X: Delft3D Broad-Scale Sediment Model, Atchafalaya Basin, MRD, Louisiana, USA Delta-X: Particulate Organic Carbon Concentration from Water Samples, MRD, LA, 2021 Delta-X: Feldspar Sediment Accretion Measurements, MRD, LA, USA, 2019-2023, Version 4 Delta-X: Delft3D FM, Extended Domain Hydrodynamic Model Delta-X: In-situ Water Surface Elevation, MRD, Louisiana, USA, 2021 Delta-X: In Situ Water Quality Indicators across MRD, LA, USA, 2021, Version 2 Delta-X: NUMAR Soil Accretion Modeled to 2100, MRD, Louisiana, USA