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| 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：33/0 | 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 |
| Soil moisture as a potential variable for tracking and quantifying irrigation: A case study with proximal gamma-ray spectroscopy data 期刊论文
, 2020, 卷号: 136
作者: Filippucci P.; Tarpanelli A.; Massari C.; Serafini A.; Strati V.; Alberi M.; Raptis K.G.C.; Mantovani F.; Brocca L.
收藏 | 浏览/下载：36/0 | 提交时间：2020/07/28
Correlation methods Gamma ray spectrometers Gamma rays Global warming Irrigation Soil moisture Calibration methodologies Estimation techniques Gamma-ray spectroscopy Innovative approaches Pearson correlation Ray method Sm2rain Spatial and temporal resolutions Soil surveys estimation method gamma radiation irrigation soil moisture spatiotemporal analysis Emilia |
| Extreme value metastatistical analysis of remotely sensed rainfall in ungauged areas: Spatial downscaling and error modelling 期刊论文
, 2020, 卷号: 135
作者: Zorzetto E.; Marani M.
收藏 | 浏览/下载：31/0 | 提交时间：2020/07/28
Meteorological radar Probability density function Rain Remote sensing Statistical tests Uncertainty analysis Extreme rainfall High quantile estimations Metastatistics Quantitative validation Rainfall downscaling Spatial correlation structures Statistical techniques Tropical rainfall measuring missions Rain gages downscaling error analysis extreme event modeling precipitation (climatology) rainfall remote sensing spatial analysis statistical analysis |
| Energy eco-efficiency: Is there any spatial correlation between different regions? 期刊论文
Energy Policy, 2020, 卷号: 140
作者: Peng B.; Wang Y.; Wei G.
收藏 | 浏览/下载：36/0 | 提交时间：2021/09/01
Energy eco-efficiency Social network analysis Spatial correlation Super efficiency slack based model Vector autoregression granger causality test |
| Evaluation and uncertainty investigation of the NO2, CO and NH3 modeling over China under the framework of MICS-Asia III 期刊论文
, 2020, 卷号: 20, 期号: 1
作者: Kong L.; Tang X.; Zhu J.; Wang Z.; S. Fu J.; Wang X.; Itahashi S.; Yamaji K.; Nagashima T.; Lee H.-J.; Kim C.-H.; Lin C.-Y.; Chen L.; Zhang M.; Tao Z.; Li J.; Kajino M.; Liao H.; Wang Z.; Sudo K.; Wang Y.; Pan Y.; Tang G.; Li M.; Wu Q.; Ge B.; R. Carmichael G.
收藏 | 浏览/下载：46/0 | 提交时间：2020/07/28
ammonia atmospheric transport carbon monoxide concentration (composition) correlation emission inventory nitrogen dioxide spatial variation uncertainty analysis China Guangdong North China Plain Zhujiang Delta |
| Spatio-temporal accuracy evaluation of three high-resolution satellite precipitation products in China area 期刊论文
, 2020, 卷号: 241
作者: Yu C.; Hu D.; Liu M.; Wang S.; Di Y.
收藏 | 浏览/下载：36/0 | 提交时间：2020/07/28
Autocorrelation Chirp modulation Correlation detectors Image resolution Rain gages Satellites Storms Surface plasmon resonance China CHIRPS GPM-IMERG Performance evaluation PERSIANN Satellite precipitation products Rain image resolution precipitation assessment raingauge satellite data satellite imagery seasonal variation spatial resolution spatiotemporal analysis China |
| Tree-ring δ18O-based July–August relative humidity reconstruction on Mt. Shimen, China, for the last 400 years 期刊论文
, 2020, 卷号: 243
作者: Liu Y.; Ren M.; Li Q.; Song H.; Liu R.
收藏 | 浏览/下载：31/0 | 提交时间：2020/07/28
Atmospheric humidity Atmospheric pressure Climate change Drought Forestry Isotopes Solar energy Surface waters Asian summer monsoons Atmospheric coupling North Atlantic oscillations Pinus tabulaeformis carr Sea surface temperature (SST) Spatial correlation analysis Stable oxygen isotopes Western Chinese Loess Plateau Oceanography atmosphere-ocean coupling climate change coniferous tree drought geochronology monsoon oxygen isotope paleoclimate reconstruction relative humidity tree ring China Pinus tabuliformis |
| Evaluation of remotely sensed precipitation sources for drought assessment in Semi-Arid Iraq 期刊论文
, 2020, 卷号: 242
作者: Suliman A.H.A.; Awchi T.A.; Al-Mola M.; Shahid S.
收藏 | 浏览/下载：27/0 | 提交时间：2020/07/28
Remote sensing Risk assessment Time series Climate data Correlation coefficient Different climatic zones Ground stations High impact Precipitation data Standardized precipitation index Three time-scales Drought drought monitoring system precipitation assessment remote sensing satellite data spatial distribution time series analysis TRMM |
| Spatial and temporal variations in rainfall erosivity and erosivity density in South Korea 期刊论文
CATENA, 2019, 卷号: 176, 页码: 125-144
作者: Shin, Ju-Young; Kim, Taereem; Heo, Jun-Haeng; Lee, Joon-Hak
收藏 | 浏览/下载：28/0 | 提交时间：2019/10/08
Correlation analysis Erosivity density Rainfall erosivity Spatial analysis Trend test |
