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Precision Turfgrass Irrigation: Capturing Spatial Soil Moisture Patterns with ECa and Drone Data 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2024, 卷号: 14, 期号: 6
作者:  Kerry, Ruth;  Ingram, Ben;  Sanders, Kirsten;  Henrie, Abigail;  Hammond, Keegan;  Hawks, Dave;  Hansen, Neil;  Jensen, Ryan;  Hopkins, Bryan
收藏  |  浏览/下载：16/0  |  提交时间：2024/10/04
soil mapping  management zones  variable rate irrigation (VRI)  sensed data  
Delineation of Soil Management Zone Maps at the Regional Scale Using Machine Learning 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2023, 卷号: 13, 期号: 2
作者:  Maleki, Sedigheh;  Karimi, Alireza;  Mousavi, Amin;  Kerry, Ruth;  Taghizadeh-Mehrjardi, Ruhollah
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/29
arid region  digital soil mapping  specific regional management  soil fertility  
Spatial variability of soil quality within management zones: Homogeneity and purity of delineated zones 期刊论文
发表期刊: CATENA. 出版年: 2022, 卷号: 209
作者:  Zeraatpisheh, Mojtaba;  Bottega, Eduardo Leonel;  Bakhshandeh, Esmaeil;  Owliaie, Hamid Reza;  Taghizadeh-Mehrjardi, Ruhollah;  Kerry, Ruth;  Scholten, Thomas;  Xu, Ming
收藏  |  浏览/下载：42/0  |  提交时间：2022/02/12
Soil properties  Random forest  Machine learning  Arid and semiarid regions  Statistical analysis  Geostatistics  
Semi-supervised learning for the spatial extrapolation of soil information 期刊论文
发表期刊: GEODERMA. 出版年: 2022, 卷号: 426
作者:  Taghizadeh-Mehrjardi, Ruhollah;  Sheikhpour, Razieh;  Zeraatpisheh, Mojtaba;  Amirian-Chakan, Alireza;  Toomanian, Norair;  Kerry, Ruth;  Scholten, Thomas
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/20
Digital soil mapping  Support vector machines  Soil classes  Arid regions  
Spatio-Temporal Analysis of Heavy Metals in Arid Soils at the Catchment Scale Using Digital Soil Assessment and a Random Forest Model 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 9
作者:  Taghizadeh-Mehrjardi, Ruhollah;  Fathizad, Hassan;  Ali Hakimzadeh Ardakani, Mohammad;  Sodaiezadeh, Hamid;  Kerry, Ruth;  Heung, Brandon;  Scholten, Thomas
收藏  |  浏览/下载：22/0  |  提交时间：2021/07/30
digital soil mapping  machine learning  soil absorbable heavy metals  random forest  
Operationalizing and Testing the Concept of a Physical Activity Desert 期刊论文
发表期刊: JOURNAL OF PHYSICAL ACTIVITY & HEALTH. 出版年: 2021, 卷号: 18, 期号: 5, 页码: 533-540
作者:  Pate, Russell R.;  Dowda, Marsha;  Saunders, Ruth P.;  Colabianchi, Natalie;  Clennin, Morgan N.;  Cordan, Kerry L.;  Militello, Geena;  Bucko, Agnes;  Porter, Dwayne E.;  Shirley, Wm Lynn
收藏  |  浏览/下载：26/0  |  提交时间：2021/07/30
built environment  children  parks  play spaces  community cohesion  incivilities  
Land Suitability Assessment and Agricultural Production Sustainability Using Machine Learning Models 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2020, 卷号: 10, 期号: 4
作者:  Taghizadeh-Mehrjardi, Ruhollah;  Nabiollahi, Kamal;  Rasoli, Leila;  Kerry, Ruth;  Scholten, Thomas
收藏  |  浏览/下载：20/0  |  提交时间：2020/07/01
random forests  support vector machine  parametric method  rain-fed wheat  barley  
Conventional and digital soil mapping in Iran: Past, present, and future 期刊论文
发表期刊: CATENA. 出版年: 2020, 卷号: 188
作者:  Zeraatpisheh, Mojtaba;  Jafari, Azam;  Bodaghabadi, Mohsen Bagheri;  Ayoubi, Shamsollah;  Taghizadeh-Mehrjardi, Ruhollah;  Toomanian, Norair;  Kerry, Ruth;  Xu, Ming
收藏  |  浏览/下载：20/0  |  提交时间：2020/05/22
Soil survey  Environmental variables  Soil properties and classes  Legacy soil map  Soil-landscape modeling  Machine learning  
Investigation of the spatial and temporal variation of soil salinity using random forests in the central desert of Iran 期刊论文
发表期刊: GEODERMA. 出版年: 2020, 卷号: 365
作者:  Fathizad, Hassan;  Ardakani, Mohammad Ali Hakimzadeh;  Sodaiezadeh, Hamid;  Kerry, Ruth;  Taghizadeh-Mehrjardi, Ruhollah
收藏  |  浏览/下载：27/0  |  提交时间：2020/05/22
Remote sensing  Land use  Groundwater  Modeling  Auxiliary data  Random forest model  
Investigation of the Environmental and Socio-Economic Characteristics of Counties with a High Asthma Burden to Focus Asthma Action in Utah 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 出版年: 2020, 卷号: 17, 期号: 14
作者:  Vowles, Maureen;  Kerry, Ruth;  Ingram, Ben;  Mason, Linda
收藏  |  浏览/下载：17/0  |  提交时间：2021/01/07
air pollution  Utah  asthma  elevation  altitude  aridity  PM2  5  fine particulate matter  desert dust  inversion  mine dust  smoking  adult asthma prevalence  asthma emergency room visits  public health