Mapping forest-agroforest frontiers in the Peruvian Amazon with deep learning and PlanetScope satellite data
Monitoring complex and dynamic land systems such as tropical agroforests using remote sensing presents a significant challenge in ecological research. Traditional mapping methods are hindered not only by spectral similarity between agroforests and forests, but also by the spatial heterogeneity of fo...
Saved in:
Main Authors: | Wanting Yang, Daniel Ortiz-Gonzalo, Xiaoye Tong, Dimitri Gominski, Rasmus Fensholt |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2025-05-01
|
Series: | Ecological Informatics |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S1574954125000433 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Sorcellerie capitaliste et touristes pishtaco : les tensions occultes autour du tourisme d’ayahuasca chez les Shipibo de San Francisco (Amazonie péruvienne)
by: Doriane Slaghenauffi
Published: (2022-12-01) -
Judicial Lawfare: Analysis of Legal Arguments against Abortion Rights in Peruvian Courts
by: Camila Gianella, et al.
Published: (2021-12-01) -
Spatial Correlation Increase in Single‐Sensor Satellite Data Reveals Loss of Amazon Rainforest Resilience
by: Lana L. Blaschke, et al.
Published: (2024-07-01) -
Socioeconomic and socioecological issues of the pandemic crisis in the Amazon
by: Lise Tupiassu, et al.
Published: (2021-07-01) -
Diversity of frontier processes in Amazonian subnational jurisdictions: Frontier metrics reveal major patterns of human–nature interactions
by: Guido Briceño, et al.
Published: (2025-02-01)