Qiannan Ding
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View article: The interannual variations of installed capacity for offshore wind turbines in China: estimations derived solely from remote sensing
The interannual variations of installed capacity for offshore wind turbines in China: estimations derived solely from remote sensing Open
Accurately and thoroughly determining the installed capacity of offshore wind turbines (OWTs) and offshore wind farms (OWFs) is crucial for evaluating offshore wind energy and guiding future development. However, existing statistical data …
View article: Attention-guided CNN-SM: Sentinel-1/2 fusion in bare soil season improves soil organic matter prediction in cultivated black soils of Northeast China
Attention-guided CNN-SM: Sentinel-1/2 fusion in bare soil season improves soil organic matter prediction in cultivated black soils of Northeast China Open
Aim A novel two-dimensional convolutional neural network model integrating attention mechanisms, designated as CNN-SM, was developed to advance spatial prediction of soil organic matter (SOM) in cultivated soils under complex environmental…
View article: Identifying the spatio-temporal distribution characteristics of offshore wind turbines in China from Sentinel-1 imagery using deep learning
Identifying the spatio-temporal distribution characteristics of offshore wind turbines in China from Sentinel-1 imagery using deep learning Open
Offshore wind power is a crucial clean energy source for coastal countries and advances blue economies. Accurate spatial mapping of offshore wind turbines supports energy assessment and the sustainable development of marine resources. Offs…
View article: Mapping Tidal Flat Changes and Determining Drivers in China's Coastal Zones: An Efficient and Reproducible Remote Sensing Method
Mapping Tidal Flat Changes and Determining Drivers in China's Coastal Zones: An Efficient and Reproducible Remote Sensing Method Open
The dynamic coastal zones, marked by rich biodiversity and rapid transformations due to human activities, present a challenging environment for monitoring and management. Tidal flats, a key natural feature of these zones, are increasingly …