Using GEDI as training data for an ongoing mapping of landscape-scale dynamics of the plant area index

Using GEDI as training data for an ongoing mapping of landscape-scale dynamics of the plant area index

Leaf or plant area index (LAI, PAI) information is frequently used to describe vegetation structure in environmental science. While field measurements are time-consuming and do not scale to landscapes, model-based air- or space-borne remote-sensing methods have been used for many years for area-w...

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Autoren: Ziegler, Alice, Heisig, Johannes, Ludwig, Marvin, Reudenbach, Chris, Meyer, Hanna, Nauss, Thomas
Formato: Artigo
Idioma:inglés
Publicado: Philipps-Universität Marburg 2023
Schlagworte:
phenology
spatial modeling
environmental monitoring
LAI
Geografie, Reisen
maschine learning
leaf area index
random forest
Geography & travel
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