Evaluation of soil quality of cultivated lands with classification and regression-based machine learning algorithms optimization under humid environmental condition

被引:0
|
作者
Dengiz, Orhan [1 ]
Alaboz, Pelin [2 ]
Saygın, Fikret [3 ]
Adem, Kemal [4 ]
Yüksek, Emre [4 ]
机构
[1] Faculty of Agriculture, Department of Soil Science and Plant Nutrition, Ondokuz Mayıs University, Samsun, Turkey
[2] Faculty of Agriculture, Department of Soil Science and Plant Nutrition, Isparta University of Applied Sciences, Isparta, Turkey
[3] Sivas University of Science and Technology, Faculty of Agriculture Sciences and Technology, Plant Production and Technology Department, Sivas, Turkey
[4] Department of Computer Engineering of Faculty of Engineering and Natural Sciences, Sivas University of Science and Technology, Sivas, Turkey
关键词
Compendex;
D O I
10.1016/j.asr.2024.08.048
中图分类号
学科分类号
摘要
引用
收藏
页码:5514 / 5529
相关论文
共 50 条
  • [1] Soil quality assessment based on machine learning approach for cultivated lands in semi-humid environmental condition part of Black Sea region
    Alaboz, Pelin
    Odabas, Mehmet Serhat
    Dengiz, Orhan
    ARCHIVES OF AGRONOMY AND SOIL SCIENCE, 2023, 69 (15) : 3514 - 3532
  • [2] Application of Regression-Based Machine Learning Algorithms in Sewer Condition Assessment for Ålesund City, Norway
    Nguyen, Lam Van
    Seidu, Razak
    WATER, 2022, 14 (24)
  • [3] Mapping wind erosion hazard with regression-based machine learning algorithms
    Hamid Gholami
    Aliakbar Mohammadifar
    Dieu Tien Bui
    Adrian L. Collins
    Scientific Reports, 10
  • [4] Mapping wind erosion hazard with regression-based machine learning algorithms
    Gholami, Hamid
    Mohammadifar, Aliakbar
    Bui, Dieu Tien
    Collins, Adrian L.
    SCIENTIFIC REPORTS, 2020, 10 (01)
  • [5] MODELLING SHIPS MAIN AND AUXILIARY ENGINE POWERS WITH REGRESSION-BASED MACHINE LEARNING ALGORITHMS
    Okumus, Fatih
    Ekmekcioglu, Araks
    Kara, Selin Soner
    POLISH MARITIME RESEARCH, 2021, 28 (01) : 83 - 96
  • [6] Probe into the volumetric properties of binary mixtures: Essence of regression-based machine learning algorithms
    Sharma, Anshu
    Li, Li
    Garg, Aman
    Lee, Bong Seop
    JOURNAL OF MOLECULAR LIQUIDS, 2024, 399
  • [7] Study on the Method of Cultivated Land Quality Evaluation Based on Machine Learning
    Xie, Xiaoyu
    Zheng, Shumin
    Hu, Yueming
    Guo, Yubin
    2018 FIFTH INTERNATIONAL WORKSHOP ON EARTH OBSERVATION AND REMOTE SENSING APPLICATIONS (EORSA), 2018, : 265 - 269
  • [8] Transparent Quality Optimization for Machine Learning-Based Regression in Neurology
    Wendt, Karsten
    Trentzsch, Katrin
    Haase, Rocco
    Weidemann, Marie Luise
    Weidemann, Robin
    Assmann, Uwe
    Ziemssen, Tjalf
    JOURNAL OF PERSONALIZED MEDICINE, 2022, 12 (06):
  • [9] Performance Evaluation of Regression-Based Machine Learning Models for Modeling Reference Evapotranspiration with Temperature Data
    Diamantopoulou, Maria J.
    Papamichail, Dimitris M.
    HYDROLOGY, 2024, 11 (07)
  • [10] A New Machine Learning Algorithm Based on Optimization Method for Regression and Classification Problems
    Inthakon, Warunun
    Suantai, Suthep
    Sarnmeta, Panitarn
    Chumpungam, Dawan
    MATHEMATICS, 2020, 8 (06)