Framework for near real-time forest inventory using multi source remote sensing data

NC Coops, P Tompalski, TRH Goodbody, A Achim… - Forestry, 2023 - academic.oup.com
Forestry inventory update is a critical component of sustainable forest management,
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

M Demuzere, J Kittner, A Martilli, G Mills… - Earth System …, 2022 - essd.copernicus.org
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 …

Convolutional neural networks for global human settlements map** from Sentinel-2 satellite imagery

C Corbane, V Syrris, F Sabo, P Politis… - Neural Computing and …, 2021 - Springer
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 …

[HTML][HTML] Unsupervised domain adaptation for global urban extraction using Sentinel-1 SAR and Sentinel-2 MSI data

S Hafner, Y Ban, A Nascetti - Remote Sensing of Environment, 2022 - Elsevier
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 …

[PDF][PDF] GHSL data package 2022

M Schiavina, M Melchiorri, M Pesaresi… - Publications Office of …, 2022 - researchgate.net
Abstract The Global Human Settlement Layer (GHSL) produces new global spatial
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

Y Benhammou, D Alcaraz-Segura, E Guirado, R Khaldi… - Scientific Data, 2022 - nature.com
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 …

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 …

Comparing CNNs and random forests for Landsat image segmentation trained on a large proxy land cover dataset

T Boston, A Van Dijk, PR Larraondo, R Thackway - Remote Sensing, 2022 - mdpi.com
Land cover map** from satellite images has progressed from visual and statistical
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 …

Insect diversity is a good indicator of biodiversity status in Africa

T Landmann, M Schmitt, B Ekim, J Villinger… - … Earth & Environment, 2023 - nature.com
Reliable metrics to monitor human impacts on biodiversity are essential for informing
conservation policy. As insects are indicators of global change, whose declines profoundly …