FUZZY LOGIC ANALYSIS OF SOIL FERTILITY PARAMETERS IN IRRIGATED AREAS

被引:0
作者
Ahi, Yesim [1 ]
Belliturk, Korkmaz [2 ]
Gultas, Huseyin T. [3 ]
机构
[1] Ankara Univ, Water Management Inst, TR-06135 Ankara, Turkey
[2] Tekirdag Namik Kemal Univ, Fac Agr, Dept Soil Sci & Plant Nutr, TR-59030 Tekirdag, Turkey
[3] Bilecik Seyh Edebali Univ, Agr & Nat Sci Fac, Biosyst Engn Dept, 11230, TR-11230 Bilecik, Turkey
来源
FRESENIUS ENVIRONMENTAL BULLETIN | 2019年 / 28卷 / 10期
关键词
Soil productivity; Soil quality; Irrigated crops; Lime; Nutrients; NEURAL-NETWORK;
D O I
暂无
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Quantity and quality of water and soil resources are running out, food qualities are reducing and life is getting harder due to the industrial and agricultural activities. Regarding this, resources should be defined, protected and developed for the sustainability of food production. The aim of this study is to determine the effects of the fertility parameters, macro and micro nutrient elements of the soils for irrigated field crops in an agricultural enterprise of Merie-Turkey basin on soil productivity with fuzzy logic. Physical and chemical analyses of the examined soil samples are conducted according to the standard methods. The fertility parameters in the selected parcels change as following: pH 5.82-7.92, organic matter (OM) 0.73-1.86%, lime (CaCO3) 09.91%, total nitrogen (N) 0.04-0.09%, available phosphorous (P) 4.14-34.90 ppm, exchangeable potassium (K) 150.95-688.67 ppm, copper (Cu) 1.53-3.17 ppm, iron (Fe) 3.48-84.48 ppm, zinc (Zn) 0.20-0.99 ppm, and manganese (Mn) 40.55-228.74 ppm. These all parameters which directly influence soil fertility constitute the input variable in the model, and productivity constitutes the output variable. Fuzzy values that belong to these parameters are gathered and soil productivity profiles of each area and percent (%) productivity values are revealed. Fuzzy productivity values change between 16.40 - 84.20%.
引用
收藏
页码:7176 / 7182
页数:7
相关论文
共 50 条
[31]   Effect of green manure and supplemental fertility amendments on selected soil quality parameters in an organic potato rotation in Eastern Canada [J].
Sharifi, Mehdi ;
Lynch, Derek H. ;
Hammermeister, Andrew ;
Burton, David L. ;
Messiga, Aime J. .
NUTRIENT CYCLING IN AGROECOSYSTEMS, 2014, 100 (02) :135-146
[32]   Effect of green manure and supplemental fertility amendments on selected soil quality parameters in an organic potato rotation in Eastern Canada [J].
Mehdi Sharifi ;
Derek H. Lynch ;
Andrew Hammermeister ;
David L. Burton ;
Aime J. Messiga .
Nutrient Cycling in Agroecosystems, 2014, 100 :135-146
[33]   Market revenue prediction and error analysis of products based on fuzzy logic and artificial intelligence algorithms [J].
Zhao Jian ;
Zhang Qingyuan ;
Tian Liying .
Journal of Ambient Intelligence and Humanized Computing, 2020, 11 :4011-4018
[34]   Market revenue prediction and error analysis of products based on fuzzy logic and artificial intelligence algorithms [J].
Zhao, Jian ;
Zhang, Qingyuan ;
Tian, Liying .
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2020, 11 (10) :4011-4018
[35]   Performance Analysis of Neural Network and Fuzzy Logic Based MPPT Techniques for Solar PV Systems [J].
Gupta, Ankit ;
Kumar, Pawan ;
Pachauri, Rupendra Kumar ;
Chauhan, Yogesh K. .
2014 6TH IEEE POWER INDIA INTERNATIONAL CONFERENCE (PIICON), 2014,
[36]   A fuzzy tuning approach for controller parameters of a parallel manipulator based on clustering analysis [J].
Liu, Qi ;
Ma, Yue ;
Li, Bin .
NONLINEAR DYNAMICS, 2025, 113 (04) :3611-3635
[37]   Evaluation of Soil Quality of Pingliang City Based on Fuzzy Mathematics and Cluster Analysis [J].
Zhao, Zhenhua ;
Yang, Yifei ;
Dong, Bo ;
Zhang, Rui ;
Chen, Guangrong ;
Pan, Zhandong ;
Du, Dandan .
AGRONOMY-BASEL, 2024, 14 (06)
[38]   Effect of precise levelling and crop establishment options for wheat- based systems on soil quality, system- and water productivity in scarce-irrigated areas [J].
Singh, Yadvendra Pratap ;
Tomar, Sandeep Singh ;
Singh, Sudhir ;
Nanda, Prabhakar .
ARCHIVES OF AGRONOMY AND SOIL SCIENCE, 2021, 67 (10) :1327-1340
[39]   Analysis of the Spatial Distribution of Heavy Metals in Soil of Sewage-Irrigated Agricultural Fields in Arid Regions and Comprehensive Evaluation Methods [J].
Xie, Na ;
Zhang, Liang ;
Zhang, Bin ;
Guo, Huihui .
JOURNAL OF SOIL SCIENCE AND PLANT NUTRITION, 2024, 24 (03) :4294-4312
[40]   Integration of Geostatistical and Sentinal-2AMultispectral Satellite Image Analysis for Predicting Soil Fertility Condition in Drylands [J].
Shokr, Mohamed S. ;
Mazrou, Yasser S. A. ;
Abdellatif, Mostafa A. ;
El Baroudy, Ahmed A. ;
Mahmoud, Esawy K. ;
Saleh, Ahmed M. ;
Belal, Abdelaziz A. ;
Ding, Zheli .
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2022, 11 (06)