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期刊论文 [63]
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2019 [63]
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globalchange

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Digital mapping of soil carbon fractions with machine learning [期刊论文]
GEODERMA, 2019-01-01, 339) : 40-58
Keskin, Hamza;  Grunwald, Sabine;  Harris, Willie G.
View/Download：0/0
 
Exploring the value of machine learning for weighted multi-model combination of an ensemble of global hydrological models [期刊论文]
ENVIRONMENTAL MODELLING & SOFTWARE, 2019-01-01, 114) : 112-128
Zaherpour, Jamal;  Mount, Nick;  Gosling, Simon N.;  Dankers, Rutger;  Eisner, Stephanie;  Gerten, Dieter;  Liu, Xingcai;  Masaki, Yoshimitsu;  Schmied, Hannes Mueller;  Tang, Qiuhong;  Wada, Yoshihide
View/Download：25/0
 
Comparison With Global Soil Radiocarbon Observations Indicates Needed Carbon Cycle Improvements in the E3SM Land Model [期刊论文]
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2019-01-01, 124 (5) : 1098-1114
Chen, Jinsong;  Zhu, Qing;  Riley, William J.;  He, Yujie;  Randerson, James T.;  Trumbore, Susan
View/Download：23/0
 
A photometric stereo-based 3D imaging system using computer vision and deep learning for tracking plant growth [期刊论文]
GIGASCIENCE, 2019-01-01, 8 (5
Bernotas, Gytis;  Scorza, Livia C. T.;  Hansen, Mark F.;  Hales, Ian J.;  Halliday, Karen J.;  Smith, Lyndon N.;  Smith, Melvyn L.;  McCormick, Alistair J.
View/Download：11/0
 
Applying Machine Learning to Improve Simulations of a Chaotic Dynamical System Using Empirical Error Correction [期刊论文]
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS, 2019-01-01, 11 (5) : 1402-1417
Watson, Peter A. G.
View/Download：1/0
 
Mapping Urban Extent at Large Spatial Scales Using Machine Learning Methods with VIIRS Nighttime Light and MODIS Daytime NDVI Data [期刊论文]
REMOTE SENSING, 2019-01-01, 11 (10
Liu, Xue;  de Sherbinin, Alex;  Zhan, Yanni
View/Download：4/0
 
Reconstruction of high spatial resolution surface air temperature data across China: A new geo-intelligent multisource data-based machine learning technique [期刊论文]
SCIENCE OF THE TOTAL ENVIRONMENT, 2019-01-01, 665) : 300-313
Zhu, Xiudi;  Zhang, Qiang;  Xu, Chong-Yu;  Sun, Peng;  Hu, Pan
View/Download：14/0
 
Review on forecasting of photovoltaic power generation based on machine learning and metaheuristic techniques [期刊论文]
IET RENEWABLE POWER GENERATION, 2019-01-01, 13 (7) : 1009-1023
Akhter, Muhammad Naveed;  Mekhilef, Saad;  Mokhlis, Hazlie;  Shah, Noraisyah Mohamed
View/Download：0/0
 
Topic modeling of major research themes in disease ecology of mammals [期刊论文]
JOURNAL OF MAMMALOGY, 2019-01-01, 100 (3) : 1008-1018
Han, Barbara A.;  Ostfeld, Richard S.
View/Download：0/0
 
Applying Deep Neural Networks and Ensemble Machine Learning Methods to Forecast Airborne Ambrosia Pollen [期刊论文]
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2019-01-01, 16 (11
Zewdie, Gebreab K.;  Lary, David J.;  Levetin, Estelle;  Garuma, Gemechu F.
View/Download：3/0
 

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