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PM2.5 concentration estimation with 1-km resolution at high coverage over urban agglomerations in China using the BPNN-KED approach and potential application 期刊论文
Atmospheric Research, 2021, 卷号: 258
作者:  Huang Y.;  Zhang T.;  Zhu Z.;  Gong W.;  Xia X.
收藏  |  浏览/下载:18/0  |  提交时间:2021/11/15
Brown carbon's emission factors and optical characteristics in household biomass burning: Developing a novel algorithm for estimating the contribution of brown carbon 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2021, 卷号: 21, 期号: 4
作者:  Sun J.;  Zhang Y.;  Zhi G.;  Hitzenberger R.;  Jin W.;  Chen Y.;  Wang L.;  Tian C.;  Li Z.;  Chen R.;  Xiao W.;  Cheng Y.;  Yang W.;  Yao L.;  Cao Y.;  Huang D.;  Qiu Y.;  Xu J.;  Xia X.;  Yang X.;  Zhang X.;  Zong Z.;  Song Y.;  Wu C.
收藏  |  浏览/下载:40/0  |  提交时间:2022/01/18
Brown carbon's emission factors and optical characteristics in household biomass burning: Developing a novel algorithm for estimating the contribution of brown carbon 期刊论文
Atmospheric Chemistry and Physics, 2021, 卷号: 21, 期号: 4
作者:  Sun J.;  Zhang Y.;  Zhi G.;  Hitzenberger R.;  Jin W.;  Chen Y.;  Wang L.;  Tian C.;  Li Z.;  Chen R.;  Xiao W.;  Cheng Y.;  Yang W.;  Yao L.;  Cao Y.;  Huang D.;  Qiu Y.;  Xu J.;  Xia X.;  Yang X.;  Zhang X.;  Zong Z.;  Song Y.;  Wu C.
收藏  |  浏览/下载:48/0  |  提交时间:2021/03/01
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:31/0  |  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  
Significant methane ebullition from alpine permafrost rivers on the East Qinghai–Tibet Plateau 期刊论文
Nature Geoscience, 2020, 卷号: 13, 期号: 5
作者:  Zhang L.;  Xia X.;  Liu S.;  Zhang S.;  Li S.;  Wang J.;  Wang G.;  Gao H.;  Zhang Z.;  Wang Q.;  Wen W.;  Liu R.;  Yang Z.;  Stanley E.H.;  Raymond P.A.
收藏  |  浏览/下载:20/0  |  提交时间:2021/09/01
Precipitation chemistry and atmospheric nitrogen deposition at a rural site in Beijing, China 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 223
作者:  Xu W.;  Wen Z.;  Shang B.;  Dore A.J.;  Tang A.;  Xia X.;  Zheng A.;  Han M.;  Zhang L.;  Zhao Y.;  Zhang G.;  Feng Z.;  Liu X.;  Zhang F.
收藏  |  浏览/下载:15/0  |  提交时间:2022/01/18
Air pollution  Ammonia  Nitrogen deposition  Rainwater chemistry  Source apportionment  
Petrogenesis of Early Cambrian granitoids in the western Kunlun orogenic belt, Northwest Tibet: Insight into early stage subduction of the Proto-Tethys Ocean 期刊论文
Bulletin of the Geological Society of America, 2020, 卷号: 132, 期号: 2021-09-10
作者:  Yin J.;  Xiao W.;  Sun M.;  Chen W.;  Yuan C.;  Zhang Y.;  Wang T.;  Du Q.;  Wang X.;  Xia X.
收藏  |  浏览/下载:0/0  |  提交时间:2021/07/19
Satellite-based spatiotemporal trends of ambient PM2.5 concentrations and influential factors in Hubei, Central China 期刊论文
, 2020, 卷号: 241
作者:  Huang Y.;  Ji Y.;  Zhu Z.;  Zhang T.;  Gong W.;  Xia X.;  Sun H.;  Zhong X.;  Zhou X.;  Chen D.
收藏  |  浏览/下载:22/0  |  提交时间:2020/07/28
Aerosols  Atmospheric humidity  Atmospheric thermodynamics  Boundary layer flow  Boundary layers  Mean square error  Optical properties  Vegetation  Wind  Central chinas  Correlation coefficient  Haze pollutions  Influential factors  Mixed-effect models  Normalized difference vegetation index  Planetary boundary layers  Spatiotemporal variability  Air pollution  ambient air  atmospheric modeling  atmospheric pollution  concentration (composition)  haze  particulate matter  satellite data  spatiotemporal analysis  trend analysis  variance analysis  wind  China  Hubei  
Precipitation chemistry and atmospheric nitrogen deposition at a rural site in Beijing, China 期刊论文
Atmospheric Environment, 2020
作者:  Xu W.;  Wen Z.;  Shang B.;  Dore A.J.;  Tang A.;  Xia X.;  Zheng A.;  Han M.;  Zhang L.;  Zhao Y.;  Zhang G.;  Feng Z.;  Liu X.;  Zhang F.
收藏  |  浏览/下载:46/0  |  提交时间:2020/03/12