An Integrated Machine Learning Framework for Precision Agriculture: Disease Detection, Yield Prediction, Smart Irrigation, and Soil Classification

Συγγραφείς: Babu, G Charles, Chandre, Shanker

Πηγή: 2026 7th International Conference On Computational Vision and Bio Inspired Computing (ICCVBIC) Computational Vision and Bio Inspired Computing (ICCVBIC), 2026 7th International Conference On. :172-179 Aug, 2026

Relation: 2026 7th International Conference On Computational Vision and Bio Inspired Computing (ICCVBIC)

Intelligent Multimodal Decision Support Systems with Explainable AI and Deep Learning for Smart Agriculture

Συγγραφείς: Sivaramakrishnan, A., Selvarathi, C., Prasanth, A.

Πηγή: 2026 7th International Conference On Computational Vision and Bio Inspired Computing (ICCVBIC) Computational Vision and Bio Inspired Computing (ICCVBIC), 2026 7th International Conference On. :752-758 Aug, 2026

Relation: 2026 7th International Conference On Computational Vision and Bio Inspired Computing (ICCVBIC)

Multifactorial mechanisms and SPSS multiple linear regression-based prediction modeling of Atterberg limits for lignosulfonate-stabilized red clay.

Συγγραφείς: Ma, Hongyan, Cao, Han, Pei, Chenglin, Wang, Ruifei, Zheng, Junjie, Chen, Liangliang, Zhang, Feng, Zhang, Hui

Πηγή: Canadian Geotechnical Journal; 10/9/2026, Vol. 63, p1-17, 17p

Θεματικοί όροι: Soil stabilization, Clay, Soil classification, Cations, Material plasticity

Γεωγραφικοί όροι: Fujian Sheng (China)

Reviews & Products: SPSS (Computer software)

CatBoost-based Soil Health Monitoring and Fertilizer Application Optimization

Συγγραφείς: N.Prakash, M.Kavinandhini, K.Jeevitha, Kandasamy, C.A., A.Yoganathan, E.Nithyakala

Πηγή: 2026 9th International Conference on Computing Methodologies and Communication (ICCMC) Computing Methodologies and Communication (ICCMC), 2026 9th International Conference on. :1075-1080 Jul, 2026

Relation: 2026 9th International Conference on Computing Methodologies and Communication (ICCMC)

Assessment of Soil Type Classification Using Machine Learning Techniques and Sentinel-2 Satellite Images

Συγγραφείς: Bacu, Victor, Madar, Razvan Gabriel, Stefanut, Teodor

Πηγή: 2026 International Conference on Computer Technology Applications (ICCTA) Computer Technology Applications (ICCTA), 2026 International Conference on. :223-228 Jun, 2026

Relation: 2026 International Conference on Computer Technology Applications (ICCTA)

Real-Time Soil Analysis and Classification Using AI/ML and Computer Vision

Συγγραφείς: Jagtap, Sagar, Kale, Vandana, Thakur, Ishan, Wani, Priyanka, Narote, Swarada

Πηγή: 2026 International Conference on Intelligent and Sustainable Electronics & Computing Technologies (INSECT) Intelligent and Sustainable Electronics & Computing Technologies (INSECT), 2026 International Conference on. :1-6 May, 2026

Relation: 2026 International Conference on Intelligent and Sustainable Electronics & Computing Technologies (INSECT)

Multimodal Soil Classification Using Self-Supervised Learning and Adaptive Expert Fusion

Συγγραφείς: Rahul, Nallagattu, Naresh, Manne Leela, Reddy, Ambati Koti, Kumar, Aiswarya S

Πηγή: 2026 4th International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS) Self Sustainable Artificial Intelligence Systems (ICSSAS), 2026 4th International Conference on. :1134-1141 May, 2026

Relation: 2026 4th International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS)

Probabilistic quasi-site-specific CPT-based soil classification.

Συγγραφείς: Ching, Jianye¹ (AUTHOR) jyching@gmail.com, Li, Xiang¹ (AUTHOR), Farahbakhsh, Hassan Kamyab¹ (AUTHOR)

Πηγή: Canadian Geotechnical Journal. 9/19/2025, Vol. 62, p1-16. 16p.

Θεματικοί όροι: *Soil classification, *Soil penetration test, *Databases, *Bayesian analysis, *Forecasting, *Stochastic processes

Efficient 3D geological modeling for offshore wind farm with sparse CPTU and borehole data.

Συγγραφείς: Wang, Lizhong^1,2,3 (AUTHOR), Zhang, Xinhai^1,2,3 (AUTHOR), Hong, Yi^2,3 (AUTHOR) yi_hong@zju.edu.cn, Xiao, Te⁴ (AUTHOR), Cao, Zijun⁵ (AUTHOR), Li, Shuzhao⁶ (AUTHOR), Wu, Shiguo⁷ (AUTHOR)

Πηγή: Canadian Geotechnical Journal. 8/13/2025, Vol. 62, p1-23. 23p.

Θεματικοί όροι: *Geological modeling, *Soil classification, *Offshore wind power plants, *Geological surveys, *Machine learning, *Cone penetration tests, *Interpolation

Γεωγραφικοί όροι: Yellow Sea

Characterization and Classification of Soils in Al-Muwafaqiyah and Al-Dujaili Areas within Al-Kut District, Wasit Governorate, and Evaluation of Their Agricultural Suitability.

Συγγραφείς: Alabooda, Hasanain Mohammed Mahmood¹ hassanenm800@uowasit.edu.iq

Πηγή: Misan Journal of Academic Studies. Sep2026, Vol. 25 Issue 59, p300-320. 21p.

Θεματικοί όροι: *Soil classification, *Sodic soils, *Fluvisols, *Arable land, *Soil testing

Γεωγραφικοί όροι: Iraq, Tigris River

CPTU–Vs correlations incorporating the soil behavior type index: A case study from the Lingdingyang offshore area.

Συγγραφείς: Liu, Xuening¹ (AUTHOR), Liu, Feng^1,2 (AUTHOR) 284846284@qq.com, Wang, Jianxin² (AUTHOR), Wu, Dun¹ (AUTHOR), He, Yong² (AUTHOR), Chen, Ruifeng¹ (AUTHOR), He, Huan² (AUTHOR)

Πηγή: Marine Georesources & Geotechnology. Sep2026, Vol. 44 Issue 9, p3072-3087. 16p.

Θεματικοί όροι: *Cone penetration tests, *Soil classification, *Shear waves, *Offshore structures, *Estuarine hydrology

Γεωγραφικοί όροι: Pearl River Estuary (China)

土壤类型对紫花苜蓿根系形态及根际真菌群落的 影响及其环境驱动机制.

Alternate Title: Effects of Soil Types on Root Morphology and Rhizosphere Fungal Communities of Alfalfa (Medicago sativa L. ) and Their Environmental Driving Mechanisms.

Συγγραφείς: 魏天娇¹ tianjiao25@126.com, 滕星¹, 解娇¹, 王秀飞¹, 王彦靖¹, 赵新颖¹, 祝延立¹, 崔彦如¹, 梁正伟², 李忠和¹ lzhlizh@163.com

Πηγή: Science Technology & Engineering. 2026, Vol. 26 Issue 25, p10745-10750. 6p.

Θεματικοί όροι: *Soil classification, *Rhizosphere microbiology, *Nitrogen, *Organic compound content of soils, *Sandy soils, *Alfalfa growing, *Soil acidity, *Soil salinity

The German Soil Systematics and the Rationale Behind Its Revision.

Συγγραφείς: Eberhardt, Einar¹ (AUTHOR) einar.eberhardt@bgr.de, Stahr, Karl² (AUTHOR), Schad, Peter³ (AUTHOR), Gröngröft, Alexander⁴ (AUTHOR)

Πηγή: Journal of Plant Nutrition & Soil Science. Aug2026, p1. 23p. 1 Illustration.

Θεματικοί όροι: *Soil classification, *Soil horizons, *Soil mapping, *Soil surveys, *Soil formation

Few-shot soil provenance analysis by laser-induced breakdown spectroscopy combining intra-class interpolation-enhanced prototypical learning.

Συγγραφείς: He, Yihua^1,2 (AUTHOR), Ding, Yu^1,3 (AUTHOR) dingyu@nuist.edu.cn, Pang, Maoyuan^1,3 (AUTHOR), Wang, Yuhang^1,3 (AUTHOR), Li, Jinyi^1,3 (AUTHOR), Yu, Weiye^1,3 (AUTHOR), Li, Xiangchu^1,3 (AUTHOR), Xu, Jianan^1,3 (AUTHOR), Tan, Qiang^1,3 (AUTHOR), Liu, Xinxin^1,3 (AUTHOR), Li, Luning⁴ (AUTHOR) liluning@mail.sitp.ac.cn

Πηγή: JAAS (Journal of Analytical Atomic Spectrometry). Aug2026, Vol. 41 Issue 8, p2935-2947. 13p.

Θεματικοί όροι: *Laser-induced breakdown spectroscopy, *Soil classification, *Feature extraction, *Machine learning, *Dimensional reduction algorithms, *Data augmentation

Semisupervised Deep Embedded Clustering for Elliptical Decision Boundaries toward CPT Soil Classification.

Συγγραφείς: Zhou, Xiaoqi¹ (AUTHOR), Yin, Zhen-Yu² (AUTHOR), Shi, Peixin³ (AUTHOR) pxshi@suda.edu.cn

Πηγή: Journal of Geotechnical & Geoenvironmental Engineering. Aug2026, Vol. 152 Issue 8, p1-20. 20p.

Θεματικοί όροι: *Soil classification, *Cone penetration tests, *Supervised learning, *Generative adversarial networks, *Clustering algorithms

Smart Agro System for Crop Recommendation Using Deep Learning

Συγγραφείς: Usha, Pagadala, Rao, Pindi Venkata Nageswara, Nishitha, Adapa, Rohith, Chokkapu

Πηγή: 2026 International Conference on Intelligent Systems and Artificial Intelligence Applications (ISAA) Intelligent Systems and Artificial Intelligence Applications (ISAA), 2026 International Conference on. :1-7 Apr, 2026

Relation: 2026 International Conference on Intelligent Systems and Artificial Intelligence Applications (ISAA)

Mechanico-empirical model for thaw strain of fine-grained soils considering soil type and applied load.

Συγγραφείς: Nazeri, Arian, Dumais, Simon

Πηγή: Canadian Geotechnical Journal; 5/27/2026, Vol. 63, p1-16, 16p

Θεματικοί όροι: Strains & stresses (Mechanics), Frozen ground, Clay soils, Soil mechanics, Soil classification

Grading model for fine soil classification using cone penetration testing.

Συγγραφείς: Liu, Xuesen¹ (AUTHOR), Liu, Tao^1,2 (AUTHOR), Yang, Zhongnian³ (AUTHOR) yzhnqd@qut.edu.cn, Cui, Yuxue¹ (AUTHOR), Zhang, Yan⁴ (AUTHOR), Cai, Guojun⁴ (AUTHOR), Zhan, Yuanzhe¹ (AUTHOR)

Πηγή: Canadian Geotechnical Journal. 6/9/2025, Vol. 62, p1-17. 17p.

Θεματικοί όροι: *Cone penetration tests, *Soil classification, *Soils, *Sleeves, *Friction

Multispectral Imaging and Machine Learning for Soil Classification through Moisture-Induced Spectral Dynamics

Συγγραφείς: Thilakarathne, Gayathri, Perera, Shakthi, Ranasinghe, Sandunika, Jayakody, Senith, Godaliyadda, Roshan, Herath, Vijitha, Ekanayake, Mervyn Parakrama, Navaratnarajah, Sinniah

Πηγή: 2025 IEEE 19th International Conference on Industrial and Information Systems (ICIIS) Industrial and Information Systems (ICIIS), 2025 IEEE 19th International Conference on. 19:569-574 Jan, 2026

Relation: 2025 IEEE 19th International Conference on Industrial and Information Systems (ICIIS)

Soil Type Prediction Using Machine Learning and Deep Learning Models for Multi-domain Applications

Συγγραφείς: V, Perarasan, T, Kabilan, S, Saranya

Πηγή: 2026 9th International Conference on Computational Intelligence in Data Science (ICCIDS) Computational Intelligence in Data Science (ICCIDS), 2026 9th International Conference on. :1-6 Jan, 2026

Relation: 2026 9th International Conference on Computational Intelligence in Data Science (ICCIDS)