Estimate soil moisture of maize by combining support vector machine and chaotic whale optimization algorithm

B He, B Jia, Y Zhao, X Wang, M Wei… - Agricultural Water …, 2022 - Elsevier
Soil moisture of maize has an extremely important impact on the growth and development of
maize. Failure to accurately estimate soil moisture will lead to severe reductions in maize …

Predicting soil moisture content of tea plantation using support vector machine optimized by arithmetic optimization algorithm

D Yin, Y Wang, Y Huang - Journal of Algorithms & …, 2023 - journals.sagepub.com
Soil moisture content (SMC) is an important parameter that affects tea growth. Reasonable
soil moisture content improves tea quality and ensures tea yield. Therefore, it is necessary to …

Mutating fuzzy logic model with various rigorous meta-heuristic algorithms for soil moisture content estimation

N Mahmoudi, A Majidi, M Jamei, M Jalali… - Agricultural Water …, 2022 - Elsevier
Soil moisture content (SMC) prediction can contribute to diverse geo-science engineering
applications such as plantation, crops production, and several irrigation activities. Although …

Soil moisture estimation using novel bio-inspired soft computing approaches

R Moazenzadeh, B Mohammadi… - … of Computational Fluid …, 2022 - Taylor & Francis
Soil moisture (SM) is of paramount importance in irrigation scheduling, infiltration, runoff,
and agricultural drought monitoring. This work aimed at evaluating the performance of the …

Neural network pattern classification and weather dependent fuzzy logic model for irrigation control in WSN based precision agriculture

AG Mohapatra, SK Lenka - Procedia Computer Science, 2016 - Elsevier
Watering system in agricultural lands plays a major activity in water and soil conservations.
The future expectation of soil moisture content (MC) utilizing online soil and ecological …

[HTML][HTML] Machine learning for predicting field soil moisture using soil, crop, and nearby weather station data in the Red River Valley of the North

U Acharya, ALM Daigh, PG Oduor - Soil Systems, 2021 - mdpi.com
Precise soil moisture prediction is important for water management and logistics of on-farm
operations. However, soil moisture is affected by various soil, crop, and meteorological …

Application of WNN-PSO model in drought prediction at crop growth stages: A case study of spring maize in semi-arid regions of northern China

C Xiujia, Y Guanghua, G Jian, M Ningning… - … and Electronics in …, 2022 - Elsevier
Drought prediction of regional crops during the growth stages can get drought information in
advance and prepare for the response, so as to effectively guide the water-saving irrigation …

Estimation of rainfed maize transpiration under various mulching methods using modified Jarvis-Stewart model and hybrid support vector machine model with whale …

J Zheng, J Fan, F Zhang, L Wu, Y Zou… - Agricultural Water …, 2021 - Elsevier
Soil mulching can effectively modify the crop growth environment and increase crop
productivity in rainfed agriculture. Accurate estimation of crop evapotranspiration (ET) …

Multiparameter optimization system with DCNN in precision agriculture for advanced irrigation planning and scheduling based on soil moisture estimation

P Kumar, A Udayakumar, A Anbarasa Kumar… - Environmental …, 2023 - Springer
Agriculture is a distinct sector of a country's economy. In recent years, new patterns have
evolved in the agricultural industry. In conjunction with sensor scaling down and precision …

Soil moisture quantity prediction using optimized neural supported model for sustainable agricultural applications

S Chatterjee, N Dey, S Sen - Sustainable Computing: Informatics and …, 2020 - Elsevier
Predicting soil moisture quantity could directly help the people engaged in sustainable
agriculture and associated socio-economic structures. Recently researchers have engaged …