Land Use and Soil Organic Carbon Stocks—Change Detection over Time Using Digital Soil Assessment: A Case Study from Kamyaran Region, Iran (1988–2018)

Land Use and Soil Organic Carbon Stocks—Change Detection over Time Using Digital Soil Assessment: A Case Study from Kamyaran Region, Iran (1988–2018)

Land use change and soil organic carbon stock (SOCS) depletion over time is one of the predominant worldwide environmental problems related to global warming and the need to secure food production for an increasing world population. In our research, satellite images from 1988 and 2018 were analyzed...

Full description

Bibliographic Details
Main Authors:	Kamal Nabiollahi, Shadi Shahlaee, Salahudin Zahedi, Ruhollah Taghizadeh-Mehrjardi, Ruth Kerry, Thomas Scholten
Format:	Article
Language:	English
Published:	MDPI AG 2021-03-01
Series:	Agronomy
Subjects:	land use degradation remote sensing data random forest GIS digital soil mapping
Online Access:	https://www.mdpi.com/2073-4395/11/3/597

Similar Items

Land Suitability Assessment and Agricultural Production Sustainability Using Machine Learning Models
by: Ruhollah Taghizadeh-Mehrjardi, et al.
Published: (2020-04-01)

Assessing the Influence of Soil Quality on Rainfed Wheat Yield
by: Kamal Nabiollahi, et al.
Published: (2020-10-01)

Assessing soil organic carbon stocks under land-use change scenarios using random forest models
by: K. Nabiollahi, et al.
Published: (2019-01-01)

Spatio-Temporal Analysis of Heavy Metals in Arid Soils at the Catchment Scale Using Digital Soil Assessment and a Random Forest Model
by: Ruhollah Taghizadeh-Mehrjardi, et al.
Published: (2021-04-01)

Delineation of Soil Management Zone Maps at the Regional Scale Using Machine Learning
by: Sedigheh Maleki, et al.
Published: (2023-02-01)

Analysis of soil degradation in the Czech Republic: GIS approach
by: Bořivoj ŠARAPATKA, et al.
Published: (2010-09-01)

Monitoring Soil Degradation in The Mesopotamian Plain Using GIS and Remote sensing Techniques
by: Abdulrazak Ziboon, et al.
Published: (2022-05-01)

Transferability of Covariates to Predict Soil Organic Carbon in Cropland Soils
by: Tom Broeg, et al.
Published: (2023-02-01)

Geospatial Assessment of Soil Erosion Intensity and Sediment Yield Using the Revised Universal Soil Loss Equation (RUSLE) Model
by: Ahsen Maqsoom, et al.
Published: (2020-05-01)

Digital Mapping of Soil Texture Using Regression Tree and Artificial Neural Network in Bijar, Kurdistan
by: kamal nabiollahi, et al.
Published: (2015-06-01)

Predicting and Mapping of Soil Organic Carbon Using Machine Learning Algorithms in Northern Iran
by: Mostafa Emadi, et al.
Published: (2020-07-01)

Predicting Soil Textural Classes Using Random Forest Models: Learning from Imbalanced Dataset
by: Sina Mallah, et al.
Published: (2022-10-01)

ASSESSMENT OF SOIL EROSION BY RUSLE MODEL IN THE MELLEGUE WATERSHED, NORTHEAST OF ALGERIA
by: Kamel Khanchoul, et al.
Published: (2020-02-01)

Soil Erosion Monitoring in Quarry Restoration Using Drones
by: Vicenç Carabassa, et al.
Published: (2021-08-01)

Spatiotemporal Assessment of Soil Organic Carbon Change Using Machine-Learning in Arid Regions
by: Hassan Fathizad, et al.
Published: (2022-03-01)

A Comparison of Model Averaging Techniques to Predict the Spatial Distribution of Soil Properties
by: Ruhollah Taghizadeh-Mehrjardi, et al.
Published: (2022-01-01)

Evaluation of Geostatistical Techniques for Mapping Spatial Distribution of Soil PH, Salinity and Plant Cover Affected by Environmental Factors in Southern Iran
by: Mohammad ZARE-MEHRJARDI, et al.
Published: (2010-12-01)

Evaluation of Geostatistical Techniques for Mapping Spatial Distribution of Soil PH, Salinity and Plant Cover Affected by Environmental Factors in Southern Iran
by: Mohammad ZARE-MEHRJARDI, et al.
Published: (2010-12-01)

Combined use of remote sensing and GIS for degradation risk assessment in some soils of the Northern Nile Delta, Egypt
by: A.A. El Baroudy, et al.
Published: (2014-06-01)

Modeling soil erosion susceptibility and LULC dynamics for land degradation management using geoinformation technology in Debre Tabor district, Northwestern highlands of Ethiopia
by: Mulualem Asfaw Ejegu, et al.
Published: (2020-12-01)

Bio-Inspired Hybridization of Artificial Neural Networks: An Application for Mapping the Spatial Distribution of Soil Texture Fractions
by: Ruhollah Taghizadeh-Mehrjardi, et al.
Published: (2021-03-01)

Study and analysis of seasonal soil degradation in Lower Guinea and Forest Guinea
by: Ibrahima Diogo Diallo, et al.
Published: (2023-09-01)

Increasing Environmental Corporate Social Responsibility of Kamyaran’s Rural Cooperatives
by: kamal rostami, et al.
Published: (2021-05-01)

Soil Erosion Spatial Prediction using Digital Soil Mapping and RUSLE methods for Big Sioux River Watershed
by: Ruhollah Taghizadeh-Mehrjardi, et al.
Published: (2019-07-01)

Investigating the Relationship Between the Distribution Pattern of Heavy Metals in Soil and Land Use in the Yazd-Ardakan Plain
by: Hassan Fathizad, et al.
Published: (2020-08-01)

Soil Water Erosion Modeling in Tunisia Using RUSLE and GIS Integrated Approaches and Geospatial Data
by: Mohamed Moncef Serbaji, et al.
Published: (2023-02-01)

Machine Learning Models for Prediction of Soil Properties in the Riparian Forests
by: Masoud Zolfaghari Nia, et al.
Published: (2022-12-01)

Digital Mapping of Soil Classes Using Ensemble of Models in Isfahan Region, Iran
by: Ruhollah Taghizadeh-Mehrjardi, et al.
Published: (2019-05-01)

Digital Soil Texture Mapping and Spatial Transferability of Machine Learning Models Using Sentinel-1, Sentinel-2, and Terrain-Derived Covariates
by: Reza Mirzaeitalarposhti, et al.
Published: (2022-11-01)

Soil Loss Estimation for Conservation Planning in the Welmel Watershed of the Genale Dawa Basin, Ethiopia
by: Yared Mesfin Tessema, et al.
Published: (2020-05-01)

Soil erosion modeling and sediment transport index analysis using USLE and GIS techniques in Ada’a watershed, Awash River Basin, Ethiopia
by: Abayneh Tilahun, et al.
Published: (2023-12-01)

Estimation of infiltration rate and deep percolation water using feed-forward neural networks in Gorgan Province
by: Fereydoon Sarmadian, et al.
Published: (2014-01-01)

Organic carbon concentrations and stocks in Romanian mineral forest soils
by: Lucian C. Dincă, et al.
Published: (2012-11-01)

Organic carbon concentrations and stocks in Romanian mineral forest soils
by: Lucian C. Dincă, et al.
Published: (2012-12-01)

MONITORING THE DETERIORATION OF THE VEGETATION COVER IN THE KANAAN AREA USING REMOTE SENSIN AND GEOGRAPHIC INFORMATION SYSTEM
by: Ahmed Bahjat Khalaf
Published: (2019-12-01)

Geostatistical Analysis of Soil C/N Deficiency and Its Effect on Agricultural Land Management of Major Crops in Eastern Croatia
by: Mladen Jurišić, et al.
Published: (2020-12-01)

The Spatial Prediction of Soil Texture Fractions in Arid Regions of Iran
by: Elham Mehrabi-Gohari, et al.
Published: (2019-09-01)

Artificial bee colony feature selection algorithm combined with machine learning algorithms to predict vertical and lateral distribution of soil organic matter in South Dakota, USA
by: Ruhollah Taghizadeh-Mehrjardi, et al.
Published: (2017-05-01)

Forest cover change detection using Normalized Difference Vegetation Index in the Oued Bouhamdane watershed, Algeria - A case study
by: Boubaker Khallef, et al.
Published: (2023-06-01)

Bottom-Up Perspectives on the Re-Greening of the Sahel: An Evaluation of the Spatial Relationship between Soil and Water Conservation (SWC) and Tree-Cover in Burkina Faso
by: Colin Thor West, et al.
Published: (2020-06-01)