Exploring soil property spatial patterns in a small grazed catchment using machine learning
出版年份 2023 全文链接
标题
Exploring soil property spatial patterns in a small grazed catchment using machine learning
作者
关键词
-
出版物
Earth Science Informatics
Volume -, Issue -, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2023-10-26
DOI
10.1007/s12145-023-01125-1
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Digital Mapping of Soil Properties Using Ensemble Machine Learning Approaches in an Agricultural Lowland Area of Lombardy, Italy
- (2023) Odunayo David Adeniyi et al. Land
- Analysis of soil erosion characteristics in small watershed of the loess tableland Plateau of China
- (2022) Jing Wang et al. ECOLOGICAL INDICATORS
- Digital mapping of soil erodibility factor in northwestern Iran using machine learning models
- (2022) Kamal Khosravi Aqdam et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Accuracy and uncertainty of geostatistical models versus machine learning for digital mapping of soil calcium and potassium
- (2022) Amin Sharififar ENVIRONMENTAL MONITORING AND ASSESSMENT
- Comparison of the uncertainty of soil organic carbon stocks in different land uses
- (2022) Kamal Khosravi Aqdam et al. JOURNAL OF ARID ENVIRONMENTS
- Comparison of Different Machine Learning Methods for Predicting Cation Exchange Capacity Using Environmental and Remote Sensing Data
- (2022) Sanaz Saidi et al. SENSORS
- GPS Tracking to Monitor the Spatiotemporal Dynamics of Cattle Behavior and Their Relationship with Feces Distribution
- (2022) Jessica A. Hassan-Vásquez et al. Animals
- Mapping soil pH levels across Europe: An analysis of LUCAS topsoil data using random forest kriging (RFK)
- (2022) Shancai Xiao et al. SOIL USE AND MANAGEMENT
- Large-scale digital mapping of topsoil total nitrogen using machine learning models and associated uncertainty map
- (2021) Farzaneh Parsaie et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Nitrogen dynamics in cropping systems under Mediterranean climate: a systemic analysis
- (2021) Luis Lassaletta et al. Environmental Research Letters
- Quantile regression as a generic approach for estimating uncertainty of digital soil maps produced from machine-learning
- (2021) Babak Kasraei et al. ENVIRONMENTAL MODELLING & SOFTWARE
- The influence of tree and soil management on soil organic carbon stock and pools in dehesa systems
- (2020) Lizardo Reyna-Bowen et al. CATENA
- Spatial prediction of soil organic carbon using machine learning techniques in western Iran
- (2020) Hamid Mahmoudzadeh et al. Geoderma Regional
- Land-use practices (coppices and dehesas) and management intensity modulate responses of Holm oak growth to drought
- (2020) Antonio Gazol et al. AGRICULTURAL AND FOREST METEOROLOGY
- Selection of terrain attributes and its scale dependency on soil organic carbon prediction
- (2019) Zhixing Guo et al. GEODERMA
- Using Machine Learning for Prediction of Saturated Hydraulic Conductivity and Its Sensitivity to Soil Structural Perturbations
- (2019) Samuel N. Araya et al. WATER RESOURCES RESEARCH
- Harris Hawks Optimization: A Novel Swarm Intelligence Technique for Spatial Assessment of Landslide Susceptibility
- (2019) Bui et al. SENSORS
- Proposing a Novel Predictive Technique for Gully Erosion Susceptibility Mapping in Arid and Semi-arid Regions (Iran)
- (2019) Arabameri et al. Remote Sensing
- Selecting appropriate machine learning methods for digital soil mapping
- (2019) Yones Khaledian et al. APPLIED MATHEMATICAL MODELLING
- Soil Property and Class Maps of the Conterminous United States at 100-Meter Spatial Resolution
- (2018) Amanda Ramcharan et al. SOIL SCIENCE SOCIETY OF AMERICA JOURNAL
- Comparison of various uncertainty modelling approaches based on geostatistics and machine learning algorithms
- (2018) Gábor Szatmári et al. GEODERMA
- Digital mapping of soil properties using multiple machine learning in a semi-arid region, central Iran
- (2018) Mojtaba Zeraatpisheh et al. GEODERMA
- Multi-scale digital soil mapping with deep learning
- (2018) Thorsten Behrens et al. Scientific Reports
- Predicting soil properties in the Canadian boreal forest with limited data: Comparison of spatial and non-spatial statistical approaches
- (2017) Julien Beguin et al. GEODERMA
- High Resolution Mapping of Soil Properties Using Remote Sensing Variables in South-Western Burkina Faso: A Comparison of Machine Learning and Multiple Linear Regression Models
- (2017) Gerald Forkuor et al. PLoS One
- Predicting active-layer soil thickness using topographic variables at a small watershed scale
- (2017) Aidi Li et al. PLoS One
- Machine learning based prediction of soil total nitrogen, organic carbon and moisture content by using VIS-NIR spectroscopy
- (2016) Antonios Morellos et al. BIOSYSTEMS ENGINEERING
- The effectiveness of digital soil mapping to predict soil properties over low-relief areas
- (2016) Zohreh Mosleh et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Enhanced pedotransfer functions with support vector machines to predict water retention of calcareous soil
- (2016) M. Khlosi et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- Digital mapping of soil organic carbon at multiple depths using different data mining techniques in Baneh region, Iran
- (2016) R. Taghizadeh-Mehrjardi et al. GEODERMA
- The Impact of Heavy Grazing on Soil Quality and Pasture Production in Rangelands of SW Spain
- (2016) Manuel Pulido et al. LAND DEGRADATION & DEVELOPMENT
- Tree patch distribution drives spatial heterogeneity of soil traits in cork oak woodlands
- (2015) Enrique Andivia et al. ANNALS OF FOREST SCIENCE
- Feature Selection with theBorutaPackage
- (2015) Miron B. Kursa et al. Journal of Statistical Software
- Assessment of soil erosion using RUSLE and GIS: a case study of the Yangou watershed in the Loess Plateau, China
- (2014) Qing Tang et al. Environmental Earth Sciences
- Morphometry and land cover based multi-criteria analysis for assessing the soil erosion susceptibility of the western Himalayan watershed
- (2014) Sadaff Altaf et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Soil organic matter of Iberian open woodland rangelands as influenced by vegetation cover and land management
- (2013) Manuel Pulido-Fernández et al. CATENA
- Spatial Heterogeneity of Soil Moisture and the Scale Variability of Its Influencing Factors: A Case Study in the Loess Plateau of China
- (2013) Qiang Feng et al. Water
- Spatial distribution of the soil organic carbon pool in a Holm oak dehesa in Spain
- (2012) Nuria Simón et al. PLANT AND SOIL
- Catchment-scale spatial variability of soil properties and implications on site-specific soil management in northern Ethiopia
- (2011) Gebreyesus Brhane Tesfahunegn et al. SOIL & TILLAGE RESEARCH
- Spatial Variability of Soil Particle Size Distribution and Fractal Features in Water-Wind Erosion Crisscross Region on the Loess Plateau of China
- (2010) Youqi Wang et al. SOIL SCIENCE
- Soil CO2 emissions in agricultural watersheds with agroforestry and grass contour buffer strips
- (2009) Neal J. Bailey et al. AGROFORESTRY SYSTEMS
- Support vector machines and its applications in chemistry
- (2008) Hongdong Li et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started