rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: deadtrees.earth
    sub title: an open-access and interactive database for centimeter-scale aerial imagery to uncover global tree mortality dynamics
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  type of resource: text
  abstract: Excessive tree mortality is a global concern and remains poorly understood as it is a complex phenomenon. We lack global and temporally continuous coverage on tree mortality data. Ground-based observations on tree mortality, e.g., derived from national inventories, are very sparse, and may not be standardized or spatially explicit. Earth observation data, combined with supervised machine learning, offer a promising approach to map overstory tree mortality in a consistent manner over space and time. However, global-scale machine learning requires broad training data covering a wide range of environmental settings and forest types. Low altitude observation platforms (e.g., drones or airplanes) provide a cost-effective source of training data by capturing high-resolution orthophotos of overstory tree mortality events at centimeter-scale resolution. Here, we introduce deadtrees.earth, an open-access platform hosting more than two thousand centimeter-resolution orthophotos, covering more than 1,000,000 ha, of which more than 58,000 ha are manually annotated with live/dead tree classifications. This community-sourced and rigorously curated dataset can serve as a comprehensive reference dataset to uncover tree mortality patterns from local to global scales using space-based Earth observation data and machine learning models. This will provide the basis to attribute tree mortality patterns to environmental changes or project tree mortality dynamics to the future. The open nature of deadtrees.earth, together with its curation of high-quality, spatially representative, and ecologically diverse data will continuously increase our capacity to uncover and understand tree mortality dynamics.
  note: Clemens Mosig, Janusch Vajna-Jehle, Miguel D. Mahecha, Yan Cheng, Henrik Hartmann, David Montero, Samuli Junttila, Stéphanie Horion, Mirela Beloiu Schwenke, Michael J. Koontz, Khairul Nizam Abdul Maulud, Stephen Adu-Bredu, Djamil Al-Halbouni, Muhammad Ali, Matthew Allen, Jan Altman, Lot Amorós, Claudia Angiolini, Rasmus Astrup, Hassan Awada, Caterina Barrasso, Harm Bartholomeus, Pieter S. A. Beck, Aurora Bozzini, Joshua Braun-Wimmer, Benjamin Brede, Fabio Marcelo Breunig, Stefano Brugnaro, Allan Buras, Vicente Burchard-Levine, Jesús Julio Camarero, Anna Candotti, Luka Capuder, Erik Carrieri, Mauro Centritto, Gherardo Chirici, Myriam Cloutier, Dhemerson Conciani, KC Cushman, James W. Dalling, Phuong D. Dao, Jan Dempewolf, Martin Denter, Marcel Dogotari, Ricardo Díaz-Delgado, Simon Ecke, Jana Eichel, Anette Eltner, André Fabbri, Maximilian Fabi, Fabian Fassnacht, Matheus Pinheiro Ferreira, Fabian Jörg Fischer, Julian Frey, Annett Frick, Jose Fuentes, Selina Ganz, Matteo Garbarino, Milton García, Matthias Gassilloud, Antonio Gazol, Guillermo Gea-Izquierdo, Kilian Gerberding, Marziye Ghasemi, Francesca Giannetti, Jeffrey Gillan, Roy Gonzalez, Carl Gosper, Terry Greene, Konrad Greinwald, Stuart Grieve, André Große-Stoltenberg, Jesus Aguirre Gutierrez, Anna Göritz, Peter Hajek, David Hedding, Jan Hempel, Stien Heremans, Melvin Hernández, Marco Heurich, Eija Honkavaara, Bernhard Höfle, Robert Jackisch, Tommaso Jucker, Jesse M. Kalwij, Sebastian Kepfer-Rojas, Pratima Khatri-Chhetri, Till Kleinebecker, Hans-Joachim Klemmt, Tomáš Klouček, Niko Koivumäki, Nagesh Kolagani, Jan Komárek, Kirill Korznikov, Bartłomiej Kraszewski, Stefan Kruse, Robert Krüger, Helga Kuechly, Ivan H. Y. Kwong, Etienne Laliberté, Liam Langan, Hooman Latifi, Claudia Leal-Medina, Jan R. K. Lehmann, Linyuan Li, Emily Lines, Maciej Lisiewicz, Javier Lopatin, Arko Lucieer, Antonia Ludwig, Marvin Ludwig, Päivi Lyytikäinen-Saarenmaa, Qin Ma, Nicolas Mansuy, José Manuel Peña, Giovanni Mar…
  note: Gesehen am 27.10.2025
  note: Online verfügbar: 24. Oktober 2025
  classification: 61
  identifier: https://doi.org/10.1016/j.rse.2025.115027
  identifier: https://www.sciencedirect.com/science/article/pii/S0034425725004316

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date issued: 2026
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form: remote
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topic: Citizen science

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topic: Open-access

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topic: Remote sensing

topic: Tree mortality

title info:
  title: Remote sensing of environment
name:
  name part: deadtrees.earth an open-access and interactive database for centimeter-scale aerial imagery to uncover global tree mortality dynamics
origin info:
  publisher: Amsterdam [u.a.] : Elsevier Science, 1969
physical description:
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identifier: 1879-0704
identifier: (DE-627)306591324
identifier: (DE-600)1498713-2
identifier: (DE-576)098330268
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  text: 332(2026), Artikel-ID 115027, Seite 1-15

name:
  name part: deadtrees.earth an open-access and interactive database for centimeter-scale aerial imagery to uncover global tree mortality dynamics
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record content source: DE-627
record creation date: 251027
record change date: 20260121100812.0
record identifier: 1939501857
language of cataloging:
  language term: ger