How well do deep learning-based methods for land cover classification and object detection perform on high resolution remote sensing imagery?
Land cover information plays an important role in mapping ecological and environmental
changes in Earth's diverse landscapes for ecosystem monitoring. Remote sensing data have …
changes in Earth's diverse landscapes for ecosystem monitoring. Remote sensing data have …
Gross and net land cover changes in the main plant functional types derived from the annual ESA CCI land cover maps (1992–2015)
Land-use and land-cover change (LULCC) impacts local energy and water balance and
contributes on global scale to a net carbon emission to the atmosphere. The newly released …
contributes on global scale to a net carbon emission to the atmosphere. The newly released …
Mapping forest change using stacked generalization: An ensemble approach
The ever-increasing volume and accessibility of remote sensing data has spawned many
alternative approaches for mapping important environmental features and processes. For …
alternative approaches for mapping important environmental features and processes. For …
[HTML][HTML] Global patterns and changes of carbon emissions from land use during 1992–2015
Carbon emissions from land use (E LUC) are an important part of anthropogenic CO 2
emissions, but its size and location remain uncertain, and our knowledge of the relationship …
emissions, but its size and location remain uncertain, and our knowledge of the relationship …
What has driven deforestation in developing countries since the 2000s? Evidence from new remote-sensing data
Using newly-released and globally available high-resolution remote sensing data on forest
loss, we update the assessment of the cross-country determinants of deforestation in …
loss, we update the assessment of the cross-country determinants of deforestation in …
[HTML][HTML] Changes in multiple ecosystem services and their influencing factors in Nordic countries
Understanding changes of ecosystem services and their influencing factors is crucial for
more sustainable ecosystem management and conservation of nature contributions to …
more sustainable ecosystem management and conservation of nature contributions to …
Potential and actual impacts of deforestation and afforestation on land surface temperature
Forests are undergoing significant changes throughout the globe. These changes can
modify water, energy, and carbon balance of the land surface, which can ultimately affect …
modify water, energy, and carbon balance of the land surface, which can ultimately affect …
[HTML][HTML] A historical and future impact assessment of mining activities on surface biophysical characteristics change: A remote sensing-based approach
Mining activities and associated actions cause land-use/land-cover (LULC) changes across
the world. The objective of this study were to evaluate the historical impacts of mining …
the world. The objective of this study were to evaluate the historical impacts of mining …
[HTML][HTML] Recent global land cover dynamics and implications for soil erosion and carbon losses from deforestation
Abstract Changes in land cover are increasingly affecting land surface properties and
provision of ecosystem services. Understanding recent historical land cover changes and …
provision of ecosystem services. Understanding recent historical land cover changes and …
Exploring the factors influencing ecological land change for China's Beijing–Tianjin–Hebei Region using big data
H Xie, Y He, X Xie - Journal of Cleaner Production, 2017 - Elsevier
With the advent of big data, such data regarding the harmonious relationship of “people-land-
time” have also gradually entered into the fields of natural resource management. Ecological …
time” have also gradually entered into the fields of natural resource management. Ecological …