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Digital mapping and spatial modeling of some soil physical and mechanical properties in a semi-arid region of Iran 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2023, 卷号: 195, 期号: 11
作者:  Khosravani, Pegah;  Baghernejad, Majid;  Moosavi, Ali Akbar;  Rezaei, Meisam
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/29
Cubist  Environmental covariate  k-nearest neighbor  Machine learning algorithms  Random forest  Spline function  
Assessment of k-Nearest Neighbor and Random Forest Classifiers for Mapping Forest Fire Areas in Central Portugal Using Landsat-8, Sentinel-2, and Terra Imagery 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 7
作者:  Pacheco, Admilson da Penha;  Junior, Juarez Antonio da Silva;  Ruiz-Armenteros, Antonio Miguel;  Henriques, Renato Filipe Faria
收藏  |  浏览/下载：26/0  |  提交时间：2021/07/30
k-Nearest Neighbor  Random Forest  fires  Landsat 8  Sentinel 2  Terra  ASTER  MODIS  burned  mapping  
Mapping Permanent Gullies in an Agricultural Area Using Satellite Images: Efficacy of Machine Learning Algorithms 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2021, 卷号: 11, 期号: 2
作者:  Phinzi, Kwanele;  Holb, Imre;  Szabo, Szilard
收藏  |  浏览/下载：17/0  |  提交时间：2021/11/29
gully erosion  image classification  K-Nearest Neighbor  Random Forest  Minimum Distance  Maximum Likelihood  
Machine learning algorithm for flash flood prediction mapping in Wadi El-Laqeita and surroundings, Central Eastern Desert, Egypt 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 4
作者:  Abu El-Magd, Sherif Ahmed;  Pradhan, Biswajeet;  Alamri, Abdullah
收藏  |  浏览/下载：37/0  |  提交时间：2021/07/30
Flash floods  Extreme gradient boosting  K-nearest neighbor  GIS  Wadi El-Laqeita  
Definition of fairy circles and how they differ from other common vegetation gaps and plant rings 期刊论文
发表期刊: JOURNAL OF VEGETATION SCIENCE. 出版年: 2021, 卷号: 32, 期号: 6
作者:  Getzin, Stephan;  Yizhaq, Hezi;  Tschinkel, Walter R.
收藏  |  浏览/下载：19/0  |  提交时间：2022/03/17
aridity  collective plant rings  fairy circles  fungal fairy rings  hexagonal grid  Namib Desert  nearest neighbor  rainfall  spatial periodicity  tussock rings  vegetation gaps  Western Australia  
Evaluating erosional impacts on open-air archaeological sites along the Doring River, South Africa: methods and implications for research prioritization 期刊论文
发表期刊: ARCHAEOLOGICAL AND ANTHROPOLOGICAL SCIENCES. 出版年: 2020, 卷号: 12, 期号: 5
作者:  Ames, Christopher J. H.;  Chambers, Sherrie;  Shaw, Matthew;  Phillips, Natasha;  Jones, Brian G.;  Mackay, Alex
收藏  |  浏览/下载：23/0  |  提交时间：2020/05/22
Open-air sites  Southern Africa  Middle Stone Age  Later Stone Age  Revised Universal Soil Loss Equation (RUSLE)  Archaeological GIS  Nearest-neighbor  
Estimating potential evapotranspiration based on self-optimizing nearest neighbor algorithms: a case study in arid-semiarid environments, Northwest of China 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2020, 卷号: 27, 期号: 30, 页码: 37176-37187
作者:  Feng, Kepeng;  Tian, Juncang
收藏  |  浏览/下载：24/0  |  提交时间：2020/03/23
Potential evapotranspiration  Canonical correlation analysis  k-Nearest neighbor algorithm  Limited meteorological data  Northwest China  Arid  semiarid environments  
Continuously Adaptive Similarity Search 会议论文
会议名称: ACM SIGMOD International Conference on Management of Data (SIGMOD). 会议地点: ELECTR NETWORK. 会议日期: JUN 14-19, 2020
作者:  Zhang, Huayi;  Cao, Lei;  Yan, Yizhou;  Madden, Samuel;  Rundensteiner, Elke A.
收藏  |  浏览/下载：21/0  |  提交时间：2021/08/05
Distance metric learning  Nearest neighbor search  LSH  
自寻优最近邻算法估算有限气象数据区潜在蒸散量 期刊论文
发表期刊: 农业工程学报. 出版年: 2019, 卷号: 35, 期号: 20, 页码: 76-83
作者:  冯克鹏;  田军仓;  洪阳
收藏  |  浏览/下载：13/0  |  提交时间：2021/08/05
evapotranspiration  correlation analysis  meteorological data  k nearest neighbor algorithm  northwestern China  
A multi-scale study of Australian fairy circles using soil excavations and drone-based image analysis 期刊论文
发表期刊: ECOSPHERE. 出版年: 2019, 卷号: 10, 期号: 2
作者:  Getzin, Stephan;  Yizhaq, Hezi;  Munoz-Rojas, Miriam;  Wiegand, Kerstin;  Erickson, Todd E.
收藏  |  浏览/下载：27/0  |  提交时间：2019/11/29
clay crust  cyclone  emergent vegetation patterns  heterogeneity  hydrology  nearest-neighbor distance  pair-correlation function  spatial periodicity  Triodia basedowii  vegetation self-organization  wavelength  weathering