Framework for near real-time forest inventory using multi source remote sensing data
Forestry inventory update is a critical component of sustainable forest management,
requiring both the spatially explicit identification of forest cover change and integration of …
requiring both the spatially explicit identification of forest cover change and integration of …
A global map of Local Climate Zones to support earth system modelling and urban scale environmental science
There is a scientific consensus on the need for spatially detailed information on urban
landscapes at a global scale. These data can support a range of environmental services …
landscapes at a global scale. These data can support a range of environmental services …
Convolutional neural networks for global human settlements map** from Sentinel-2 satellite imagery
Spatially consistent and up-to-date maps of human settlements are crucial for addressing
policies related to urbanization and sustainability, especially in the era of an increasingly …
policies related to urbanization and sustainability, especially in the era of an increasingly …
[HTML][HTML] Unsupervised domain adaptation for global urban extraction using Sentinel-1 SAR and Sentinel-2 MSI data
Accurate and up-to-date maps of built-up areas are crucial to support sustainable urban
development. Earth Observation (EO) is a valuable data source to cover this demand. In …
development. Earth Observation (EO) is a valuable data source to cover this demand. In …
[PDF][PDF] GHSL data package 2022
Abstract The Global Human Settlement Layer (GHSL) produces new global spatial
information, evidence-based analytics and knowledge describing the human presence on …
information, evidence-based analytics and knowledge describing the human presence on …
Sentinel2GlobalLULC: A Sentinel-2 RGB image tile dataset for global land use/cover map** with deep learning
Abstract Land-Use and Land-Cover (LULC) map** is relevant for many applications, from
Earth system and climate modelling to territorial and urban planning. Global LULC products …
Earth system and climate modelling to territorial and urban planning. Global LULC products …
Historical dynamics of landslide risk from population and forest-cover changes in the Kivu Rift
A Depicker, L Jacobs, N Mboga, B Smets… - Nature …, 2021 - nature.com
Human activity influences both the occurrence and impact of landslides in mountainous
environments. Population pressure and the associated land-use changes are assumed to …
environments. Population pressure and the associated land-use changes are assumed to …
Comparing CNNs and random forests for Landsat image segmentation trained on a large proxy land cover dataset
Land cover map** from satellite images has progressed from visual and statistical
approaches to Random Forests (RFs) and, more recently, advanced image recognition …
approaches to Random Forests (RFs) and, more recently, advanced image recognition …
[HTML][HTML] Accessing eye-level greenness visibility from open-source street view images: A methodological development and implementation in multi-city and multi …
IAV Sánchez, SM Labib - Sustainable Cities and Society, 2024 - Elsevier
The urban natural environment provides numerous benefits, including augmenting the
aesthetic appeal of urban landscapes and improving mental well-being. While diverse …
aesthetic appeal of urban landscapes and improving mental well-being. While diverse …
Insect diversity is a good indicator of biodiversity status in Africa
Reliable metrics to monitor human impacts on biodiversity are essential for informing
conservation policy. As insects are indicators of global change, whose declines profoundly …
conservation policy. As insects are indicators of global change, whose declines profoundly …