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| Agglomeration and infrastructure effects in land use regression models for air pollution – Specification, estimation, and interpretations 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 253
作者: Fritsch M.; Behm S.
  收藏 | 浏览/下载：26/0 | 提交时间：2022/01/18
Additive regression smoothers Counterfactual analysis Exposure to air pollution Land use regression Nitrogen dioxide Spatial cross-validation |
| Independent and reproducible hippocampal radiomic biomarkers for multisite Alzheimer's disease: diagnosis, longitudinal progress and biological basis 期刊论文
Science Bulletin, 2020, 卷号: 65, 期号: 13
作者: Zhao K.; Ding Y.; Han Y.; Fan Y.; Alexander-Bloch A.F.; Han T.; Jin D.; Liu B.; Lu J.; Song C.; Wang P.; Wang D.; Wang Q.; Xu K.; Yang H.; Yao H.; Zheng Y.; Yu C.; Zhou B.; Zhang X.; Zhou Y.; Jiang T.; Zhang X.; Liu Y.; Alzheimer's Disease Neuroimaging Initiative; Multi-Center Alzheimer Disease Imaging Consortium
收藏 | 浏览/下载：40/0 | 提交时间：2021/09/01
Biological basis Brain biomarker Hippocampal radiomic features Independent cross-validation Multisite Alzheimer's disease MRI |
| Spatial modelling of particulate matter air pollution sensor measurements collected by community scientists while cycling, land use regression with spatial cross-validation, and applications of machine learning for data correction 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 230
作者: Adams M.D.; Massey F.; Chastko K.; Cupini C.
收藏 | 浏览/下载：49/0 | 提交时间：2022/01/18
Air pollution Citizen science Community science Cross-validation Cycling Land use regression Machine learning Particulate matter |
| Advancing methodologies for applying machine learning and evaluating spatiotemporal models of fine particulate matter (PM2.5) using satellite data over large regions 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 239
作者: Just A.C.; Arfer K.B.; Rush J.; Dorman M.; Shtein A.; Lyapustin A.; Kloog I.
收藏 | 浏览/下载：24/0 | 提交时间：2022/01/18
Aerosol optical depth Air pollution MAIAC PM2.5 Spatial cross-validation |
| Aboveground tree biomass prediction options for the Dry Afromontane forests in south-central Ethiopia 期刊论文
, 2020, 卷号: 473
作者: Asrat Z.; Eid T.; Gobakken T.; Negash M.
收藏 | 浏览/下载：33/0 | 提交时间：2020/07/28
Biomass Covariance matrix Errors Forecasting Mean square error Tropics Aboveground tree biomass Covariance matrices Dry afromontane forests Leave-one-out cross validations Non-linear regression Root mean squared errors Species composition Sustainable forest management Forestry aboveground biomass decision making forest inventory forest management model validation montane forest prediction sampling tropical forest Ethiopia |
| How structural diversity affects Norway spruce crown characteristics 期刊论文
, 2020, 卷号: 461
作者: Bianchi S.; Siipilehto J.; Hynynen J.
收藏 | 浏览/下载：28/0 | 提交时间：2020/07/28
Fading (radio) Information management Plants (botany) Statistical methods Timber Asymmetric competition Continuous cover forestries Leave-one-out cross validations Management systems Mean absolute percentage error Picea Abies (L.) Karst Repeated measurements Structural diversity Forestry coniferous tree data set forest management hexachlorobenzene model validation Characteristics Forestry Management Models Picea Abies Statistical Methods Trees Finland Picea abies |
| A meteorological analysis interpolation scheme for high spatial-temporal resolution in complex terrain 期刊论文
, 2020, 卷号: 246
作者: Casellas E.; Bech J.; Veciana R.; Miró J.R.; Sairouni A.; Pineda N.
收藏 | 浏览/下载：47/0 | 提交时间：2020/07/28
Errors Interpolation Logistic regression Mean square error Open source software Open systems Cross validation errors High temporal resolution Interpolation schemes Leave one out methods Linear regression models Meteorological analysis Meteorological observation Root mean square errors Reduction climate modeling cluster analysis numerical model regional climate regression analysis spatial resolution spatiotemporal analysis temporal analysis Catalonia Spain Emilia |
| On climate and conflict: Precipitation decline and communal conflict in Ethiopia and Kenya 期刊论文
JOURNAL OF PEACE RESEARCH, 2019, 卷号: 56, 期号: 4, 页码: 514-528
作者: van Weezel, Stijn
收藏 | 浏览/下载：23/0 | 提交时间：2019/10/08
climate change communal conflict cross-validation Ethiopia Kenya precipitation |
| Quantitative Model Based on Field-Derived Spectral Characteristics to Estimate Soil Salinity in Minqin County, China 期刊论文
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 2014, 卷号: 78, 期号: 2
作者: Pang, Guojin; Wang, Tao ; Liao, Jie; Li, Sen
收藏 | 浏览/下载：32/0 | 提交时间：2019/11/08
ANN artificial neural network BPNN back-propagation neural network EC electrical conductivity FDR first derivative reflectance GA genetic algorithm NDVI normalized difference vegetation index PLS partial least squares regression RMSECV root mean square error of cross-validation RPD ratio of prediction to deviation SSC soil salt content |
