Works matching DE "DIGITAL soil mapping"

Results: 570

Integrating Soil Properties Into Species Distribution Models Enhances Predictive Accuracy for Terricolous Macrofungi.

Published in:

Journal of Biogeography, 2025, v. 52, n. 6, p. 1, doi. 10.1111/jbi.15124

By:

Li, Xinhang;
Rota, Francesco;
Peter, Martina;
Gross, Andrin;
Scherrer, Daniel;
Baltensweiler, Andri

Publication type:

Article

Significant Changes in Soil Properties in Arid Regions Due to Semicentennial Tillage—A Case Study of Tarim River Oasis, China.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 9, p. 4194, doi. 10.3390/su17094194

By:

Xiao, Ying;
Ye, Mingliang;
Zhang, Jing;
Chen, Yamin;
Sun, Xinxin;
Li, Xiaoyan;
Song, Xiaodong

Publication type:

Article

Assessing the Climate Sensitivity of Soil Organic Carbon in China Based on Machine Learning and a Bottom-Up Framework.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 9, p. 3965, doi. 10.3390/su17093965

By:

Li, Fujie;
Cao, Jinhua;
Ma, Bin;
Han, Feng;
Geng, Jianyang;
Zhong, Junhui;
Wang, Longlong;
Ma, Yu

Publication type:

Article

Unveiling the Effects of Crop Rotation on Cropland Soil pH Mapping: A Remote Sensing-Based Soil Sample Grouping Strategy.

Published in:

Remote Sensing, 2025, v. 17, n. 9, p. 1643, doi. 10.3390/rs17091643

By:

Liu, Yuan;
Chen, Songchao;
Shen, Ge;
Chen, Cheng;
Cai, Zejiang;
Zhu, Ji;
Zhang, Xia;
Shang, Guofei;
Zhou, Qingbo;
Bellingrath-Kimura, Sonoko Dorothea;
Yu, Qiangyi;
Wu, Wenbin

Publication type:

Article

Soil Organic Carbon Monitoring and Modelling via Machine Learning Methods Using Soil and Remote Sensing Data.

Published in:

Agriculture; Basel, 2025, v. 15, n. 9, p. 910, doi. 10.3390/agriculture15090910

By:

Triantakonstantis, Dimitrios;
Karakostas, Andreas

Publication type:

Article

Comparison of geostatistics, machine learning algorithms, and their hybrid approaches for modeling soil organic carbon density in tropical forests.

Published in:

Journal of Soils & Sediments: Protection, Risk Assessment, & Remediation, 2025, v. 25, n. 5, p. 1554, doi. 10.1007/s11368-025-04027-5

By:

Ho, Viet Hoang;
Morita, Hidenori;
Ho, Thanh Ha;
Bachofer, Felix;
Nguyen, Thi Thuong

Publication type:

Article

An improved model for estimating soil organic matter content in salt-affected farmlands based on multi-source spectral data coupled with environmental variables.

Published in:

Journal of Soils & Sediments: Protection, Risk Assessment, & Remediation, 2025, v. 25, n. 5, p. 1611, doi. 10.1007/s11368-025-04026-6

By:

Ding, Qidong;
Huang, Huayu;
Zhang, Junhua;
Yang, Lingbin;
Jia, Keli

Publication type:

Article

autoRA: An Algorithm to Automatically Delineate Reference Areas—A Case Study to Map Soil Classes in Bahia, Brazil.

Published in:

Land (2012), 2025, v. 14, n. 3, p. 604, doi. 10.3390/land14030604

By:

Rodrigues, Hugo;
Ceddia, Marcos Bacis;
Vasques, Gustavo Mattos;
Grunwald, Sabine;
Babaeian, Ebrahim;
Villela, André Luis Oliveira

Publication type:

Article

Post-hoc Evaluation of Sample Size in a Regional Digital Soil Mapping Project.

Published in:

Land (2012), 2025, v. 14, n. 3, p. 545, doi. 10.3390/land14030545

By:

Saurette, Daniel D.;
Heck, Richard J.;
Gillespie, Adam W.;
Berg, Aaron A.;
Biswas, Asim

Publication type:

Article

Testing the Applicability and Transferability of Data-Driven Geospatial Models for Predicting Soil Erosion in Vineyards.

Published in:

Land (2012), 2025, v. 14, n. 1, p. 163, doi. 10.3390/land14010163

By:

Takáts, Tünde;
Pásztor, László;
Árvai, Mátyás;
Albert, Gáspár;
Mészáros, János

Publication type:

Article

Synergetic Use of Bare Soil Composite Imagery and Multitemporal Vegetation Remote Sensing for Soil Mapping (A Case Study from Samara Region's Upland).

Published in:

Land (2012), 2024, v. 13, n. 12, p. 2229, doi. 10.3390/land13122229

By:

Chinilin, Andrey V.;
Lozbenev, Nikolay I.;
Shilov, Pavel M.;
Fil, Pavel P.;
Levchenko, Ekaterina A.;
Kozlov, Daniil N.

Publication type:

Article

Climate Change Effects on Land Use and Land Cover Suitability in the Southern Brazilian Semiarid Region.

Published in:

Land (2012), 2024, v. 13, n. 12, p. 2008, doi. 10.3390/land13122008

By:

Silva, Lucas Augusto Pereira da;
Sano, Edson Eyji;
Parreiras, Taya Cristo;
Bolfe, Édson Luis;
Espírito-Santo, Mário Marcos;
Filgueiras, Roberto;
Souza, Cristiano Marcelo Pereira de;
Silva, Claudionor Ribeiro da;
Leite, Marcos Esdras

Publication type:

Article

Soil Texture Mapping in the Permafrost Region: A Case Study on the Eastern Qinghai–Tibet Plateau.

Published in:

Land (2012), 2024, v. 13, n. 11, p. 1855, doi. 10.3390/land13111855

By:

Li, Wangping;
Liu, Yadong;
Wu, Xiaodong;
Zhao, Lin;
Wu, Tonghua;
Hu, Guojie;
Zou, Defu;
Qiao, Yongping;
Fan, Xiaoying;
Wang, Xiaoxian

Publication type:

Article

Exploring the Effect of Sampling Density on Spatial Prediction with Spatial Interpolation of Multiple Soil Nutrients at a Regional Scale.

Published in:

Land (2012), 2024, v. 13, n. 10, p. 1615, doi. 10.3390/land13101615

By:

Dash, Prava Kiran;
Miller, Bradley A.;
Panigrahi, Niranjan;
Mishra, Antaryami

Publication type:

Article

Assessing the Role of Environmental Covariates and Pixel Size in Soil Property Prediction: A Comparative Study of Various Areas in Southwest Iran.

Published in:

Land (2012), 2024, v. 13, n. 8, p. 1309, doi. 10.3390/land13081309

By:

Khosravani, Pegah;
Baghernejad, Majid;
Taghizadeh-Mehrjardi, Ruhollah;
Mousavi, Seyed Roohollah;
Moosavi, Ali Akbar;
Fallah Shamsi, Seyed Rashid;
Shokati, Hadi;
Kebonye, Ndiye M.;
Scholten, Thomas

Publication type:

Article

Mapping Topsoil Behavior to Compaction at National Scale from an Analysis of Field Observations.

Published in:

Land (2012), 2024, v. 13, n. 7, p. 1014, doi. 10.3390/land13071014

By:

Richer-de-Forges, Anne C.;
Arrouays, Dominique;
Chen, Songchao;
Libohova, Zamir;
Beaudette, Dylan E.;
Bourennane, Hocine

Publication type:

Article

Soil Quality Assessment and Its Spatial Variability in an Intensively Cultivated Area in India.

Published in:

Land (2012), 2024, v. 13, n. 7, p. 970, doi. 10.3390/land13070970

By:

Ellur, Rajath;
Ankappa, Ananthakumar Maddur;
Dharumarajan, Subramanian;
Puttavenkategowda, Thimmegowda;
Nanjundegowda, Thimmegowda Matadadoddi;
Sannegowda, Prakash Salekoppal;
Pratap Mishra, Arun;
Đurin, Bojan;
Dogančić, Dragana

Publication type:

Article

Prediction of Soil Organic Carbon Content in Complex Vegetation Areas Based on CNN-LSTM Model.

Published in:

Land (2012), 2024, v. 13, n. 7, p. 915, doi. 10.3390/land13070915

By:

Dong, Zhaowei;
Yao, Liping;
Bao, Yilin;
Zhang, Jiahua;
Yao, Fengmei;
Bai, Linyan;
Zheng, Peixin

Publication type:

Article

Editorial of the Special Issue Digital Soil Mapping, Decision Support Tools and Soil Monitoring Systems in the Mediterranean.

Published in:

2024

By:

Lo Papa, Giuseppe;
Schillaci, Calogero;
Fantappiè, Maria;
Langella, Giuliano

Publication type:

Editorial

Using Automated Machine Learning for Spatial Prediction—The Heshan Soil Subgroups Case Study.

Published in:

Land (2012), 2024, v. 13, n. 4, p. 551, doi. 10.3390/land13040551

By:

Liang, Peng;
Qin, Cheng-Zhi;
Zhu, A-Xing

Publication type:

Article

A Systematic Review on Digital Soil Mapping Approaches in Lowland Areas.

Published in:

Land (2012), 2024, v. 13, n. 3, p. 379, doi. 10.3390/land13030379

By:

Adeniyi, Odunayo David;
Bature, Hauwa;
Mearker, Michael

Publication type:

Article

Sample Size Optimization for Digital Soil Mapping: An Empirical Example.

Published in:

Land (2012), 2024, v. 13, n. 3, p. 365, doi. 10.3390/land13030365

By:

Saurette, Daniel D.;
Heck, Richard J.;
Gillespie, Adam W.;
Berg, Aaron A.;
Biswas, Asim

Publication type:

Article

A Proposed Methodology for Determining the Economically Optimal Number of Sample Points for Carbon Stock Estimation in the Canadian Prairies.

Published in:

Land (2012), 2024, v. 13, n. 1, p. 114, doi. 10.3390/land13010114

By:

Sorenson, Preston Thomas;
Kiss, Jeremy;
Bedard-Haughn, Angela

Publication type:

Article

Mapping Soil Organic Carbon Stock and Uncertainties in an Alpine Valley (Northern Italy) Using Machine Learning Models.

Published in:

Land (2012), 2024, v. 13, n. 1, p. 78, doi. 10.3390/land13010078

By:

Agaba, Sara;
Ferré, Chiara;
Musetti, Marco;
Comolli, Roberto

Publication type:

Article

Digital Mapping of Soil Organic Carbon Using Machine Learning Algorithms in the Upper Brahmaputra Valley of Northeastern India.

Published in:

Land (2012), 2023, v. 12, n. 10, p. 1841, doi. 10.3390/land12101841

By:

Kumar, Amit;
Moharana, Pravash Chandra;
Jena, Roomesh Kumar;
Malyan, Sandeep Kumar;
Sharma, Gulshan Kumar;
Fagodiya, Ram Kishor;
Shabnam, Aftab Ahmad;
Jigyasu, Dharmendra Kumar;
Kumari, Kasthala Mary Vijaya;
Doss, Subramanian Gandhi

Publication type:

Article

Enhanced Understanding of Key Soil Properties in Northern Xinjiang Using Water-Heat-Spectral Datasets Based on Bioclimatic Guidelines.

Published in:

Land (2012), 2023, v. 12, n. 9, p. 1769, doi. 10.3390/land12091769

By:

Wang, Fei;
Wei, Yang;
Yang, Shengtian

Publication type:

Article

Application of Machine Learning Algorithms for Digital Mapping of Soil Salinity Levels and Assessing Their Spatial Transferability in Arid Regions.

Published in:

Land (2012), 2023, v. 12, n. 9, p. 1680, doi. 10.3390/land12091680

By:

Sulieman, Magboul M.;
Kaya, Fuat;
Elsheikh, Mohammed A.;
Başayiğit, Levent;
Francaviglia, Rosa

Publication type:

Article

Integrating Landscape Pattern Metrics to Map Spatial Distribution of Farmland Soil Organic Carbon on Lower Liaohe Plain of Northeast China.

Published in:

Land (2012), 2023, v. 12, n. 7, p. 1344, doi. 10.3390/land12071344

By:

Liu, Xiaochen;
Bian, Zhenxing;
Sun, Zhentao;
Wang, Chuqiao;
Sun, Zhiquan;
Wang, Shuang;
Wang, Guoli

Publication type:

Article

Spatial Prediction of Soil Particle-Size Fractions Using Digital Soil Mapping in the North Eastern Region of India.

Published in:

Land (2012), 2023, v. 12, n. 7, p. 1295, doi. 10.3390/land12071295

By:

Jena, Roomesh Kumar;
Moharana, Pravash Chandra;
Dharumarajan, Subramanian;
Sharma, Gulshan Kumar;
Ray, Prasenjit;
Deb Roy, Partha;
Ghosh, Dibakar;
Das, Bachaspati;
Alsuhaibani, Amnah Mohammed;
Gaber, Ahmed;
Hossain, Akbar

Publication type:

Article

Mapping Soil Organic Carbon in Floodplain Farmland: Implications of Effective Range of Environmental Variables.

Published in:

Land (2012), 2023, v. 12, n. 6, p. 1198, doi. 10.3390/land12061198

By:

Wu, Zihao;
Chen, Yiyun;
Zhu, Yuanli;
Feng, Xiangyang;
Ou, Jianxiong;
Li, Guie;
Tong, Zhaomin;
Yan, Qingwu

Publication type:

Article

Combining Digital Covariates and Machine Learning Models to Predict the Spatial Variation of Soil Cation Exchange Capacity.

Published in:

Land (2012), 2023, v. 12, n. 4, p. 819, doi. 10.3390/land12040819

By:

Kaya, Fuat;
Mishra, Gaurav;
Francaviglia, Rosa;
Keshavarzi, Ali

Publication type:

Article

Extrapolation of Digital Soil Mapping Approaches for Soil Organic Carbon Stock Predictions in an Afromontane Environment.

Published in:

Land (2012), 2023, v. 12, n. 3, p. 520, doi. 10.3390/land12030520

By:

Kotzé, Jaco;
van Tol, Johan

Publication type:

Article

Digital Mapping of Soil Properties Using Ensemble Machine Learning Approaches in an Agricultural Lowland Area of Lombardy, Italy.

Published in:

Land (2012), 2023, v. 12, n. 2, p. 494, doi. 10.3390/land12020494

By:

Adeniyi, Odunayo David;
Brenning, Alexander;
Bernini, Alice;
Brenna, Stefano;
Maerker, Michael

Publication type:

Article

Identification and Delineation of Broad-Base Agricultural Terraces in Flat Landscapes in Northeastern Oklahoma, USA.

Published in:

Land (2012), 2023, v. 12, n. 2, p. 486, doi. 10.3390/land12020486

By:

Winzeler, Hans Edwin;
Owens, Phillip R.;
Kharel, Tulsi;
Ashworth, Amanda;
Libohova, Zamir

Publication type:

Article

Modelling the Whole Profile Soil Organic Carbon Dynamics Considering Soil Redistribution under Future Climate Change and Landscape Projections over the Lower Hunter Valley, Australia.

Published in:

Land (2012), 2023, v. 12, n. 1, p. 255, doi. 10.3390/land12010255

By:

Ma, Yuxin;
Minasny, Budiman;
Viaud, Valérie;
Walter, Christian;
Malone, Brendan;
McBratney, Alex

Publication type:

Article

Machine Learning Models for Prediction of Soil Properties in the Riparian Forests.

Published in:

Land (2012), 2023, v. 12, n. 1, p. 32, doi. 10.3390/land12010032

By:

Zolfaghari Nia, Masoud;
Moradi, Mostafa;
Moradi, Gholamhosein;
Taghizadeh-Mehrjardi, Ruhollah

Publication type:

Article

Comparison of Machine Learning-Based Prediction of Qualitative and Quantitative Digital Soil-Mapping Approaches for Eastern Districts of Tamil Nadu, India.

Published in:

Land (2012), 2022, v. 11, n. 12, p. 2279, doi. 10.3390/land11122279

By:

Kumaraperumal, Ramalingam;
Pazhanivelan, Sellaperumal;
Geethalakshmi, Vellingiri;
Nivas Raj, Moorthi;
Muthumanickam, Dhanaraju;
Kaliaperumal, Ragunath;
Shankar, Vishnu;
Nair, Athira Manikandan;
Yadav, Manoj Kumar;
Tarun Kshatriya, Thamizh Vendan

Publication type:

Article

Comparison of Random Forest and Kriging Models for Soil Organic Carbon Mapping in the Himalayan Region of Kashmir.

Published in:

Land (2012), 2022, v. 11, n. 12, p. 2180, doi. 10.3390/land11122180

By:

Farooq, Iqra;
Bangroo, Shabir Ahmed;
Bashir, Owais;
Shah, Tajamul Islam;
Malik, Ajaz A.;
Iqbal, Asif M.;
Mahdi, Syed Sheraz;
Wani, Owais Ali;
Nazir, Nageena;
Biswas, Asim

Publication type:

Article

Predictive Mapping of Electrical Conductivity and Assessment of Soil Salinity in a Western Türkiye Alluvial Plain.

Published in:

Land (2012), 2022, v. 11, n. 12, p. 2148, doi. 10.3390/land11122148

By:

Kaya, Fuat;
Schillaci, Calogero;
Keshavarzi, Ali;
Başayiğit, Levent

Publication type:

Article

Functional Evaluation of Digital Soil Hydraulic Property Maps through Comparison of Simulated and Remotely Sensed Maize Canopy Cover.

Published in:

Land (2012), 2022, v. 11, n. 5, p. 618, doi. 10.3390/land11050618

By:

Kalumba, Mulenga;
Dondeyne, Stefaan;
Vanuytrecht, Eline;
Nyirenda, Edwin;
Van Orshoven, Jos

Publication type:

Article

Machine Learning Techniques for Estimating Hydraulic Properties of the Topsoil across the Zambezi River Basin.

Published in:

Land (2012), 2022, v. 11, n. 4, p. N.PAG, doi. 10.3390/land11040591

By:

Kalumba, Mulenga;
Nyirenda, Edwin;
Nyambe, Imasiku;
Dondeyne, Stefaan;
Van Orshoven, Jos

Publication type:

Article

Impacts of Soil Properties, Topography, and Environmental Features on Soil Water Holding Capacities (SWHCs) and Their Interrelationships.

Published in:

Land (2012), 2021, v. 10, n. 12, p. 1290, doi. 10.3390/land10121290

By:

Yang, Hyunje;
Yoo, Hyeonju;
Lim, Honggeun;
Kim, Jaehoon;
Choi, Hyung Tae

Publication type:

Article

ررسی کارایی رویکردهای باز نمونهگیری در بهبود کالس بندی داده های نامتوازن در نقشهبرداری رقومی خاک.

Published in:

Journal of Range & Watershed Management, 2023, v. 76, n. 2, p. 159, doi. 10.22059/jrwm.2023.354333.1692

By:

فاطمه ابراهیمی م;
حسن رمضانپور;
نفیسه یغمائیان;
کامران افتخاری

Publication type:

Article

Spatial prediction of soil classes using C5.0 boosted decision tree model in part of Abyek lands.

Published in:

Journal of Range & Watershed Management, 2023, v. 75, n. 4, p. 51

By:

Burojeni, Milad Momtazi;
Sarmadian, Fereydoon

Publication type:

Article

Digital soil mapping and crop modeling to define the spatially-explicit influence of soils on water-limited sugarcane yield.

Published in:

Plant & Soil, 2024, v. 503, n. 1/2, p. 349, doi. 10.1007/s11104-024-06587-w

By:

dos Santos, Natasha Valadares;
Rizzo, Rodnei;
Dias, Henrique Boriolo;
Safanelli, José Lucas;
Bonfatti, Benito Roberto;
Sentelhas, Paulo Cesar;
Amorim, Merilyn Taynara Accorsi;
Mello, Danilo Cesar;
Falcioni, Renan;
Francelino, Marcio;
Veloso, Gustavo Vieira;
Demattê, José A. M.

Publication type:

Article

The power of integrating proximal and high-resolution remote sensing for mapping SOC stocks in agricultural peatlands.

Published in:

Plant & Soil, 2023, v. 492, n. 1/2, p. 501, doi. 10.1007/s11104-023-06198-x

By:

de Sousa Mendes, Wanderson;
Sommer, Michael;
Koszinski, Sylvia;
Wehrhan, Marc

Publication type:

Article

A STUDY OF VARIOUS DESERTIFICATION ASPECTS WITHIN THE PROVINCES OF HUSAYBAH AL-SHARQIYAH AAD ZAWIYA ISTIH IN THE ENVIRONMENT OF AL-ANBAR GOVERNORATE, IRAQ.

Published in:

International Journal of Agricultural & Statistical Sciences, 2020, v. 16, p. 1701

By:

Ahmed Meklef, Abdul Karem;
Raja, Ali Mohammed;
Alkubaisy, Sami Awad;
Saleh, Salam M.

Publication type:

Article

Analysis of the Potential Range of Mountain Pine-Broadleaf Ecotone Forests and Its Changes under Moderate and Strong Climate Change in the 21st Century.

Published in:

Plants (2223-7747), 2023, v. 12, n. 21, p. 3698, doi. 10.3390/plants12213698

By:

Fedorov, Nikolay;
Zhigunova, Svetlana;
Shirokikh, Pavel;
Baisheva, Elvira;
Martynenko, Vasiliy

Publication type:

Article

Mapping Topsoil Total Nitrogen Using Random Forest and Modified Regression Kriging in Agricultural Areas of Central China.

Published in:

Plants (2223-7747), 2023, v. 12, n. 7, p. 1464, doi. 10.3390/plants12071464

By:

Zhang, Liyuan;
Wu, Zhenfu;
Sun, Xiaomei;
Yan, Junying;
Sun, Yueqi;
Liu, Peijia;
Chen, Jie

Publication type:

Article

SENTINEL 2 AND LANDSAT-8 BANDS SENSITIVITY ANALYSIS FOR MAPPING OF ALKALINE SOIL IN NORTHERN DRY ZONE OF KARNATAKA, INDIA.

Published in:

International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 2019, v. XLII-3/W6, p. 307, doi. 10.5194/isprs-archives-XLII-3-W6-307-2019

By:

Meti, S.;
Hanumesh;
Lakshmi, P. D.;
Nagaraja, M. S.;
Shreepad, V.

Publication type:

Article