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| Deriving hourly full-coverage PM2.5 concentrations across China's Sichuan Basin by fusing multisource satellite retrievals: A machine-learning approach 期刊论文
ATMOSPHERIC ENVIRONMENT, 2022, 卷号: 271
作者: Liu Y.; Li C.; Liu D.; Tang Y.; Seyler B.C.; Zhou Z.; Hu X.; Yang F.; Zhan Y.
  收藏 | 浏览/下载：33/0 | 提交时间：2022/01/18
Aerosol optical depth Data fusion Fine particulate matter Hourly PM2.5 Machine learning Sichuan basin |
| Characteristics of PM2.5 spatial distribution and influencing meteorological conditions in Sichuan Basin, southwestern China 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 253
作者: Liu Y.; Shi G.; Zhan Y.; Zhou L.; Yang F.
收藏 | 浏览/下载：36/0 | 提交时间：2022/01/18
EOF Meteorological influence PM2.5 Spatial distribution The Sichuan basin |
| Estimating PM2.5 concentrations in Northeastern China with full spatiotemporal coverage, 2005–2016 期刊论文
Remote Sensing of Environment, 2021, 卷号: 253
作者: Meng X.; Liu C.; Zhang L.; Wang W.; Stowell J.; Kan H.; Liu Y.
收藏 | 浏览/下载：19/0 | 提交时间：2021/05/24 |
| Plant species classification in salt marshes using phenological parameters derived from Sentinel-2 pixel-differential time-series 期刊论文
Remote Sensing of Environment, 2021, 卷号: 256
作者: Sun C.; Li J.; Liu Y.; Liu Y.; Liu R.
收藏 | 浏览/下载：18/0 | 提交时间：2021/05/24 |
| A data-driven approach to generate past GRACE-like terrestrial water storage solution by calibrating the land surface model simulations 期刊论文
, 2020, 卷号: 143
作者: Jing W.; Di L.; Zhao X.; Yao L.; Xia X.; Liu Y.; Yang J.; Li Y.; Zhou C.
收藏 | 浏览/下载：32/0 | 提交时间：2020/07/28
Decision trees Digital storage Evapotranspiration Geodetic satellites Groundwater Learning systems Soil moisture Surface measurement Water conservation Water supply Data-driven approach Ensemble learning algorithm Gravity recovery and climate experiment satellites Groundwater storage Land surface modeling Machine learning models Terrestrial water storage Variable importances Learning algorithms |
| Generating high-resolution daily soil moisture by using spatial downscaling techniques: a comparison of six machine learning algorithms 期刊论文
, 2020, 卷号: 141
作者: Liu Y.; Jing W.; Wang Q.; Xia X.
收藏 | 浏览/下载：28/0 | 提交时间：2020/07/28
Decision trees Land surface temperature Learning systems Nearest neighbor search Neural networks Object oriented programming Soil moisture Support vector machines Support vector regression Surveying Topography Vegetation Classification and regression tree Correlation coefficient Digital elevation model Geographic coordinates High spatial resolution K nearest neighbor (KNN) Machine learning techniques Normalized difference vegetation index Learning algorithms algorithm comparative study correlation data set digital elevation model downscaling machine learning NDVI soil moisture spatial analysis surface temperature Australia China North America Qinghai-Xizang Plateau Spain |
| Random forest models for PM2.5 speciation concentrations using MISR fractional AODs 期刊论文
Environmental Research Letters, 2020, 卷号: 15, 期号: 3
作者: Geng G.; Meng X.; He K.; Liu Y.
收藏 | 浏览/下载：11/0 | 提交时间：2020/12/08 |
| Satellite-based assessment of the long-term efficacy of PM2.5 pollution control policies across the Taiwan Strait 期刊论文
Remote Sensing of Environment, 2020, 卷号: 251
作者: Wang L.; Bi J.; Meng X.; Geng G.; Huang K.; Li J.; Tang L.; Liu Y.
收藏 | 浏览/下载：12/0 | 提交时间：2021/05/24 |
| Extraction of connected river networks from multi-temporal remote sensing imagery using a path tracking technique 期刊论文
Remote Sensing of Environment, 2020, 卷号: 246
作者: Chen H.; Liang Q.; Liang Z.; Liu Y.; Ren T.
收藏 | 浏览/下载：1/0 | 提交时间：2021/05/24 |
