SinoLC-1: the first 1-meter resolution national-scale land-cover map of China created with the deep learning framework and open-access data
In China, the demand for a more precise perception of the national land surface has become
most urgent given the pace of development and urbanization. Constructing a very-high …
most urgent given the pace of development and urbanization. Constructing a very-high …
[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 …
Large-scale land cover map** with fine-grained classes via class-aware semi-supervised semantic segmentation
Semi-supervised learning has attracted increasing attention in the large-scale land cover
map** task. However, existing methods overlook the potential to alleviate the class …
map** task. However, existing methods overlook the potential to alleviate the class …
Integrating species distribution and piecewise linear regression model to identify functional connectivity thresholds to delimit urban ecological corridors
H Yu, H ** is a vital task to survey the Earth's
surface and resolve many challenges facing humanity. However it is still a non-trivial task …
surface and resolve many challenges facing humanity. However it is still a non-trivial task …
Coarse-to-fine semantic segmentation of satellite images
H Chen, W Yang, L Liu, GS ** in China using multimodal fine-grained dual network
With the advancement of geo-systems and the increased availability of satellite data, a
plethora of land-use and land-cover (LULC) products have been developed. The existing …
plethora of land-use and land-cover (LULC) products have been developed. The existing …