56 results on '"Li, Xuecao"'
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2. Improving land surface phenology extraction through space-aware neural networks
3. Developing an annual global Sub-National scale economic data from 1992 to 2021 using nighttime lights and deep learning
4. Spatially explicit downscaling and projection of population in mainland China
5. Impacts of the scale effect on quantifying the response of spring vegetation phenology to urban intensity
6. Advancements in high-resolution land surface satellite products: A comprehensive review of inversion algorithms, products and challenges
7. Improving crop yield estimation by unified model parameters and state variable with Bayesian inference
8. The contrasting trend of global urbanization-induced impacts on day and night land surface temperature from a time-series perspective
9. Variety classification and identification of jujube based on near-infrared spectroscopy and 1D-CNN
10. Machine learning techniques and interpretability for maize yield estimation using Time-Series images of MODIS and Multi-Source data
11. Modeling self-organized urban growth by incorporating stakeholders' interactions into the neighborhood of cellular automata
12. Characterizing the 3-D structure of each building in the conterminous United States
13. Utilizing nighttime light datasets to uncover the spatial patterns of county-level relative poverty-returning risk in China and its alleviating factors
14. Performance of GEDI data combined with Sentinel-2 images for automatic labelling of wall-to-wall corn mapping
15. Urbanization effects on the spatial patterns of spring vegetation phenology depend on the climatic background
16. Quantifying landscape connectivity gaps between protected area and natural habitat
17. Winter wheat yield estimation at the field scale using sentinel-2 data and deep learning
18. Settlement scaling law reveals population-land tensions in 7000+ African urban agglomerations
19. An effective atmospheric correction method for the wide swath of Chinese GF-1 and GF-6 WFV images on lands
20. Global distinct variations of surface urban heat islands in inter- and intra-cities revealed by local climate zones and seamless daily land surface temperature data
21. Characterizing annual dynamics of urban form at the horizontal and vertical dimensions using long-term Landsat time series data
22. Improved Gaussian mixture model to map the flooded crops of VV and VH polarization data
23. A robust and unified land surface phenology algorithm for diverse biomes and growth cycles in China by using harmonized Landsat and Sentinel-2 imagery
24. Modeling the intensity of surface urban heat island based on the impervious surface area
25. The impact of Russia-Ukraine conflict on global food security
26. Mapping crop type in Northeast China during 2013–2021 using automatic sampling and tile-based image classification
27. Modeling gridded urban fractional change using the temporal context information in the urban cellular automata model
28. Improving maize yield prediction at the county level from 2002 to 2015 in China using a novel deep learning approach
29. An improved approach to estimating crop lodging percentage with Sentinel-2 imagery using machine learning
30. Detection and attribution of long-term and fine-scale changes in spring phenology over urban areas: A case study in New York State
31. Satellite-based phenology products and in-situ pollen dynamics: A comparative assessment
32. Characteristics and trends of hillside urbanization in China from 2007 to 2017
33. Evaluation of the policy-driven ecological network in the Three-North Shelterbelt region of China
34. High-resolution urban change modeling and flood exposure estimation at a national scale using open geospatial data: A case study of the Philippines
35. Evaluation and modification of ELM seasonal deciduous phenology against observations in a southern boreal peatland forest
36. Mapping essential urban land use categories with open big data: Results for five metropolitan areas in the United States of America
37. Mapping urban dynamics (1992–2018) in Southeast Asia using consistent nighttime light data from DMSP and VIIRS
38. Developing a method to estimate building height from Sentinel-1 data
39. Mapping changes in coastlines and tidal flats in developing islands using the full time series of Landsat images
40. Divergent responses of spring phenology to daytime and nighttime warming
41. Annual maps of global artificial impervious area (GAIA) between 1985 and 2018
42. Integrating LiDAR data and multi-temporal aerial imagery to map wetland inundation dynamics using Google Earth Engine
43. 40-Year (1978–2017) human settlement changes in China reflected by impervious surfaces from satellite remote sensing
44. Characterizing the relationship between satellite phenology and pollen season: A case study of birch
45. A global record of annual urban dynamics (1992–2013) from nighttime lights
46. Monitoring surface mining belts using multiple remote sensing datasets: A global perspective
47. Mapping annual urban dynamics (1985–2015) using time series of Landsat data
48. A segment derived patch-based logistic cellular automata for urban growth modeling with heuristic rules
49. The first all-season sample set for mapping global land cover with Landsat-8 data
50. An “exclusion-inclusion” framework for extracting human settlements in rapidly developing regions of China from Landsat images
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