Global 10 m land use land cover datasets: A comparison of dynamic world, world cover and esri land cover
The European Space Agency's Sentinel satellites have laid the foundation for global land
use land cover (LULC) mapping with unprecedented detail at 10 m resolution. We present a …
use land cover (LULC) mapping with unprecedented detail at 10 m resolution. We present a …
Land use and land cover mapping using Sentinel-2, Landsat-8 Satellite Images, and Google Earth Engine: A comparison of two composition methods
Accurate and real-time land use/land cover (LULC) maps are important to provide precise
information for dynamic monitoring, planning, and management of the Earth. With the advent …
information for dynamic monitoring, planning, and management of the Earth. With the advent …
Assessing and improving the transferability of current global spatial prediction models
Aim Global‐scale maps of the environment are an important source of information for
researchers and decision makers. Often, these maps are created by training machine …
researchers and decision makers. Often, these maps are created by training machine …
[HTML][HTML] Comparative validation of recent 10 m-resolution global land cover maps
Accurate and high-resolution land cover (LC) information is vital for addressing
contemporary environmental challenges. With the advancement of satellite data acquisition …
contemporary environmental challenges. With the advancement of satellite data acquisition …
[HTML][HTML] Is green space associated with reduced crime? A national-scale study from the Global South
Assumptions about the link between green space and crime mitigation are informed by
literature that overwhelmingly originates in the Global North. Little is known about the …
literature that overwhelmingly originates in the Global North. Little is known about the …
[HTML][HTML] National tree species mapping using Sentinel-1/2 time series and German National Forest Inventory data
L Blickensdörfer, K Oehmichen, D Pflugmacher… - Remote Sensing of …, 2024 - Elsevier
Spatially explicit and detailed information on tree species composition is critical for forest
management, nature conservation and the assessment of forest ecosystem services. In …
management, nature conservation and the assessment of forest ecosystem services. In …
Designing a European-wide crop type mapping approach based on machine learning algorithms using LUCAS field survey and Sentinel-2 data
One of the most challenging aspects of obtaining detailed and accurate land-use and land-
cover (LULC) maps is the availability of representative field data for training and validation …
cover (LULC) maps is the availability of representative field data for training and validation …
[HTML][HTML] A generalized framework for drought monitoring across central European grassland gradients with Sentinel-2 time series
Fractional cover time series of photosynthetic vegetation (PV), non-photosynthetic
vegetation (NPV), and soil from remote sensing provide essential detail to understand how …
vegetation (NPV), and soil from remote sensing provide essential detail to understand how …
Current state and challenges in producing large-scale land cover maps: review based on recent land cover products
Data about the land cover have already been for decades one of the most important sources
for determining human impact on nature and the environment and possible backward effects …
for determining human impact on nature and the environment and possible backward effects …
National wetland mapping using remote-sensing-derived environmental variables, archive field data, and artificial intelligence
S Rapinel, L Panhelleux, G Gayet, R Vanacker… - Heliyon, 2023 - cell.com
While wetland ecosystem services are widely recognized, the lack of fine-scale national
inventories prevents successful implementation of conservation policies. Wetlands are …
inventories prevents successful implementation of conservation policies. Wetlands are …