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| Insights into landslide development and susceptibility in extremely complex alpine geoenvironments along the western Sichuan-Tibet Engineering Corridor, China 期刊论文
CATENA, 2023, 卷号: 227
作者: Zhao, Siyuan; Dai, Fuchu; Deng, Jianhui; Wen, Hong; Li, Hua; Chen, Fei
  收藏 | 浏览/下载：1/0 | 提交时间：2024/03/01
Southeastern Tibetan Plateau Alpine geomorphology Landslide development Landslide susceptibility assessment Landscape evolution |
| Content analyses of the international federation of red cross and red crescent societies (ifrc) based on machine learning techniques through twitter 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 3
作者: Dereli T.; Eligüzel N.; Çetinkaya C.
收藏 | 浏览/下载：17/0 | 提交时间：2021/09/01
Content analyses IFRC LDA Machine learning Topic labeling Twitter |
| Rapid forecasting of urban flood inundation using multiple machine learning models 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 2
作者: Hou J.; Zhou N.; Chen G.; Huang M.; Bai G.
收藏 | 浏览/下载：15/0 | 提交时间：2021/09/01
K-nearest neighbor model Machine learning Random forest model Rapid forecasting Urban inundation |
| Estimation of the vertical distribution of particle matter (PM2.5) concentration and its transport flux from lidar measurements based on machine learning algorithms 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2021, 卷号: 21, 期号: 22
作者: Ma Y.; Zhu Y.; Liu B.; Li H.; Jin S.; Zhang Y.; Fan R.; Gong W.
收藏 | 浏览/下载：4/0 | 提交时间：2022/01/18 |
| Diversity of Remote Sensing-Based Variable Inputs Improves the Estimation of Seasonal Maximum Freezing Depth 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 23
作者: Wang, Bingquan; Ran, Youhua
收藏 | 浏览/下载：14/0 | 提交时间：2022/04/28
LAND-SURFACE TEMPERATURE SNOW-COVER AIR-TEMPERATURE TIME-SERIES GROUND SURFACE CLIMATE-CHANGE HEIHE RIVER PERMAFROST MODIS VALIDATION |
| 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 |
| Prediction of droughts over Pakistan using machine learning algorithms 期刊论文
, 2020, 卷号: 139
作者: Khan N.; Sachindra D.A.; Shahid S.; Ahmed K.; Shiru M.S.; Nawaz N.
收藏 | 浏览/下载：30/0 | 提交时间：2020/07/28
Atmospheric humidity Climate change Drought Forecasting Learning algorithms Nearest neighbor search Neural networks Support vector machines Wind Atmospheric research K nearest neighbours (k-NN) K-nearest neighbours National centres for environmental predictions Pakistan Recursive feature elimination Temporal and spatial Vulnerable communities Learning systems algorithm artificial neural network climate prediction drought machine learning numerical model precipitation (climatology) Arabian Sea Caspian Sea Indian Ocean Pakistan |
| Estimating hourly and continuous ground-level PM2.5 concentrations using an ensemble learning algorithm: The ST-stacking model 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 223
作者: Feng L.; Li Y.; Wang Y.; Du Q.
收藏 | 浏览/下载：11/0 | 提交时间：2022/01/18
China Hourly PM2.5 concentration PM2.5 mapping Spatiotemporal fusion Stacking strategy |
| Systematic comparison of five machine-learning models in classification and interpolation of soil particle size fractions using different transformed data 期刊论文
Hydrology and Earth System Sciences, 2020, 卷号: 24, 期号: 5
作者: Zhang M.; Shi W.; Xu Z.
收藏 | 浏览/下载：1/0 | 提交时间：2021/01/06 |
| Evaluation of data-driven models to downscale rainfall parameters from global climate models outputs: The case study of latyan watershed 期刊论文
Journal of Water and Climate Change, 2020, 卷号: 11, 期号: 1
作者: Hosseini R.H.; Golian S.; Yazdi J.
收藏 | 浏览/下载：26/0 | 提交时间：2020/11/23 |
