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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 |