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| Air quality impacts of new public transport provision: A causal analysis of the Jubilee Line Extension in London 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 245
作者: Ma L.; Graham D.J.; Stettler M.E.J.
  收藏 | 浏览/下载：25/0 | 提交时间：2022/01/18
Air quality Causal analysis Change point detection Gradient boosting decision trees Public transport Regression discontinuity design |
| 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：37/0 | 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：32/0 | 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 |
| Multiscale groundwater level forecasting: Coupling new machine learning approaches with wavelet transforms 期刊论文
, 2020, 卷号: 141
作者: Rahman A.T.M.S.; Hosono T.; Quilty J.M.; Das J.; Basak A.
收藏 | 浏览/下载：27/0 | 提交时间：2020/07/28
Decision trees Forecasting Groundwater Irrigation Machine learning Neural networks Water quality Water supply Gradient boosting Groundwater level forecasting Irrigation scheduling Key Issues Land development Land subsidence Machine learning approaches Real-world scenario Wavelet transforms forecasting method groundwater machine learning transform water level water quality wavelet analysis Japan Kumamoto Kyushu |
| Year-to-year crown condition poorly contributes to ring width variations of beech trees in French ICP level I network 期刊论文
, 2020, 卷号: 465
作者: Tallieu C.; Badeau V.; Allard D.; Nageleisen L.-M.; Bréda N.
收藏 | 浏览/下载：41/0 | 提交时间：2020/07/28
Biohazards Climatology Damage detection Decision trees Drought Machine learning Plants (botany) Random forests Soil moisture Climate Dendrochronology Fagus sylvatica Forest health monitoring Water balance Forestry atmospheric pollution canopy architecture deciduous tree dendrochronology fertility forest ecosystem montane forest soil water survey method tree ring water stress Drought Fagus Sylvatica Forestry Growth Meteorology Monitoring Trees Variations Central Europe Fagus Fagus sylvatica |
| Spatial distribution of tree species in mountain national parks depends on geomorphology and climate 期刊论文
, 2020, 卷号: 474
作者: Dyderski M.K.; Pawlik Ł.
收藏 | 浏览/下载：35/0 | 提交时间：2020/07/28
Biomass Climate change Climate models Decision trees Forestry Landforms Plants (botany) Productivity Above ground biomass Climatic limitations Conservation prioritization Landscape properties National park systems Picea Abies (L.) Karst Species distributions Topographic wetness index Population distribution aboveground biomass air-soil interaction anthropogenic effect climate change climate effect geomorphology national park soil-vegetation interaction spatial distribution tree Biomass Distribution Forestry Impact Productivity Sites Soil Trees Norway Poland [Central Europe] Fagus sylvatica Picea abies |
| Detecting and modelling alien tree presence using Sentinel-2 satellite imagery in Chile's temperate forests 期刊论文
, 2020, 卷号: 474
作者: Martin-Gallego P.; Aplin P.; Marston C.; Altamirano A.; Pauchard A.
收藏 | 浏览/下载：40/0 | 提交时间：2020/07/28
Biodiversity Conservation Decision trees Environmental protection Random forests Remote sensing Satellite imagery Araucaria araucana Biological invasion Classification accuracy Fragmentation analysis Fragmented landscapes Landscape structures Remote sensing approaches Temperate forests Forestry biodiversity coniferous tree detection method ecological modeling introduced species land cover protected area satellite imagery Sentinel temperate forest Area Averages Biodiversity Conservation Coverings Forestry Remote Sensing Trees Araucania Chile Malalcahuello National Reserve Villarrica National Park Araucaria araucana |
| Persistent changes in the horizontal and vertical canopy structure of fire-tolerant forests after severe fire as quantified using multi-temporal airborne lidar data 期刊论文
, 2020, 卷号: 472
作者: Karna Y.K.; Penman T.D.; Aponte C.; Hinko-Najera N.; Bennett L.T.
收藏 | 浏览/下载：25/0 | 提交时间：2020/07/28
Climate models Decision trees Ecosystems Forecasting Forestry Optical radar Recovery Shape optimization Topography Airborne lidar data Canopy structure Climatic variables Ecosystem process Eucalypt forest High severity fires Landscape scale Vertical structures Fires airborne sensing canopy architecture drought stress evergreen forest fire behavior forest fire lidar model validation satellite data temperate forest wildfire Ecosystems Fires Forecasts Forestry Recovery Topography Australia |
| Characterizing spatial patterns of pine bark beetle outbreaks during the dry and rainy season's in Honduras with the aid of geographic information systems and remote sensing data 期刊论文
, 2020, 卷号: 467
作者: Valdez Vasquez M.C.; Chen C.-F.; Lin Y.-J.; Kuo Y.-C.; Chen Y.-Y.; Medina D.; Diaz K.
收藏 | 浏览/下载：34/0 | 提交时间：2020/07/28
Decision trees Ecology Forestry Geographic information systems Information systems Information use Land surface temperature Radiometers Vegetation Wind Anthropogenic data Ecological and economic Environmental hazards Literature reviews Preliminary analysis Remote sensing data Surface reflectance Vegetation continuous fields Remote sensing algorithm bark beetle coniferous forest ecological impact GIS leaf area index mixed forest MODIS population outbreak remote sensing satellite data spatial analysis Ecology Forestry GIS Information Systems Plants Wind Honduras Dendroctonus Scolytinae |
| Relations of land cover, topography, and climate to fire occurrence in natural regions of Iran: Applying new data mining techniques for modeling and mapping fire danger 期刊论文
, 2020, 卷号: 473
作者: Eskandari S.; Pourghasemi H.R.; Tiefenbacher J.P.
收藏 | 浏览/下载：44/0 | 提交时间：2020/07/28
Agricultural robots Climate models Data mining Decision making Decision trees Forestry Highway administration Land use Learning algorithms Location Managers Maximum likelihood Support vector machines Topography Area under the curves Data mining algorithm Functional data analysis Generalized linear model Maximum likelihood algorithm MODIS satellite images Strategic decision making Topographic wetness index Fires algorithm climate change data acquisition data mining decision making fire forest management forestry modeling GIS land cover land use planning mapping method maximum likelihood analysis MODIS numerical model satellite imagery Sentinel topography Zagros |
