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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 |
| Role of Heat Wave-Induced Biogenic VOC Enhancements in Persistent Ozone Episodes Formation in Pearl River Delta 期刊论文
Journal of Geophysical Research: Atmospheres, 2021, 卷号: 126, 期号: 12
作者: Wang H.; Wu K.; Liu Y.; Sheng B.; Lu X.; He Y.; Xie J.; Wang H.; Fan S.
收藏 | 浏览/下载：34/0 | 提交时间：2021/07/19 |
| Validation of the Community Land Model Version 5 Over the Contiguous United States (CONUS) Using In Situ and Remote Sensing Data Sets 期刊论文
Journal of Geophysical Research: Atmospheres, 2021, 卷号: 126, 期号: 5
作者: Cheng Y.; Huang M.; Zhu B.; Bisht G.; Zhou T.; Liu Y.; Song F.; He X.
收藏 | 浏览/下载：59/0 | 提交时间：2021/07/19 |
| Arbuscular mycorrhizal trees influence the latitudinal beta-diversity gradient of tree communities in forests worldwide 期刊论文
Nature Communications, 2021, 卷号: 12, 期号: 1
作者: Zhong Y.; Chu C.; Myers J.A.; Gilbert G.S.; Lutz J.A.; Stillhard J.; Zhu K.; Thompson J.; Baltzer J.L.; He F.; LaManna J.A.; Davies S.J.; Aderson-Teixeira K.J.; Burslem D.F.R.P.; Alonso A.; Chao K.-J.; Wang X.; Gao L.; Orwig D.A.; Yin X.; Sui X.; Su Z.; Abiem I.; Bissiengou P.; Bourg N.; Butt N.; Cao M.; Chang-Yang C.-H.; Chao W.-C.; Chapman H.; Chen Y.-Y.; Coomes D.A.; Cordell S.; de Oliveira A.A.; Du H.; Fang S.; Giardina C.P.; Hao Z.; Hector A.; Hubbell S.P.; Janík D.; Jansen P.A.; Jiang M.; Jin G.; Kenfack D.; Král K.; Larson A.J.; Li B.; Li X.; Li Y.; Lian J.; Lin L.; Liu F.; Liu Y.; Liu Y.; Luan F.; Luo Y.; Ma K.; Malhi Y.; McMahon S.M.; McShea W.; Memiaghe H.; Mi X.; Morecroft M.; Novotny V.; O’Brien M.J.; Ouden J.; Parker G.G.; Qiao X.; Ren H.; Reynolds G.; Samonil P.; Sang W.; Shen G.; Shen Z.; Song G.-Z.M.; Sun I.-F.; Tang H.; Tian S.; Uowolo A.L.; Uriarte M.; Wang B.; Wang X.; Wang Y.; Weiblen G.D.; Wu Z.; Xi N.; Xiang W.; Xu H.; Xu K.; Ye W.; Yu M.; Zeng F.; Zhang M.; Zhang Y.; Zhu L.; Zimmerman J.K.
收藏 | 浏览/下载：34/0 | 提交时间：2022/02/22 |
| Assessments of growth performance, crown structure, stem form and wood property of introduced poplar clones: Results from a long-term field experiment at a lowland site 期刊论文
Forest Ecology and Management, 2021, 卷号: 479
作者: Fang S.; Liu Y.; Yue J.; Tian Y.; Xu X.
收藏 | 浏览/下载：50/0 | 提交时间：2020/12/08 |
| 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 |
| Optical interpretation of oil emulsions in the ocean – Part II: Applications to multi-band coarse-resolution imagery 期刊论文
Remote Sensing of Environment, 2020, 卷号: 242
作者: Lu Y.; Shi J.; Hu C.; Zhang M.; Sun S.; Liu Y.
收藏 | 浏览/下载：0/0 | 提交时间：2021/05/24 |
