Comparison of multiple statistical techniques to predict soil phosphorus

M Hosseini, SR Agereh, Y Khaledian, HJ Zoghalchali… - Applied Soil …, 2017 - Elsevier
Soil scientists have tested various models to predict soil physical, chemical and biological
properties over the last few decades. Determination of soil phosphorus (P) in soils is difficult …

[HTML][HTML] Modeling of available soil phosphorus (ASP) using multi-objective group method of data handling

A Keshavarzi, ESE Omran, SM Bateni… - Modeling Earth Systems …, 2016 - Springer
The accurate estimation of available soil phosphorus (ASP) is required for the effective
management of environmental resources and improving agricultural productivity. Direct …

Estimation on total phosphorus of agriculture soil in China: a new sight with comparison of model learning methods

Y Chen, J Jia, C Wu, L Ramirez-Granada… - Journal of Soils and …, 2023 - Springer
Purpose Although soil total phosphorus (TP) is a primary and essential large element
reflecting the soil fertility in agricultural ecosystems, studies on model development of TP …

[HTML][HTML] Estimating soil available phosphorus content through coupled Wavelet–data-driven models

J Shiri, A Keshavarzi, O Kisi, SM Karimi, S Karimi… - Sustainability, 2020 - mdpi.com
Soil phosphorus (P) is a vital but limited element which is usually leached from the soil via
the drainage process. Soil phosphorus as a soluble substance can be delivered through …

[PDF][PDF] Prediction of soil reaction (pH) and soil nutrients using multivariate statistics techniques for agricultural crop and soil management

B Swapna, S Manivannan… - International Journal of …, 2020 - researchgate.net
The prediction method is to explore application of multivariate data analysis methodologies
to classify and identify important soil nutrients and pH values. The Principal Component …

Predicting soil phosphorus fertilizer rate using hierarchical segmented regression models

X Shuai, RS Yost, TJ Smyth - Soil science, 2011 - journals.lww.com
Predicting soil phosphorus (P) needs and P fertilizer requirements is important for plant
nutrition and reducing environmental risk. The P requirement (PR) can be calculated from …

Relationships between agronomic and environmental soil test phosphorus in three typical cultivated soils in China

W Xin-Min, JIE Xiao-Lei, ZHU Yong-Guan… - Pedosphere, 2008 - Elsevier
A study was conducted to determine the relationships between agronomic soil test P and
environmental soil test P in three soils predominately distributing in three typical agricultural …

Application of visible/near-infrared spectra in modeling of soil total phosphorus

HU Xue-Yu - Pedosphere, 2013 - Elsevier
Overabundance of phosphorus (P) in soils and water is of great concern and has received
much attention in Florida, USA. Therefore, it is essential to analyze and predict the …

Machine learning based prediction of soil pH

SK Sunori, S Kumar, B Anandapriya… - 2021 5th …, 2021 - ieeexplore.ieee.org
The significance of pH value of soil in assessing the soil fertility has been the motivation
behind writing this research paper. As the pH of the soil is strongly dependent on the extent …

Predicting soil phosphorus and studying the effect of texture on the prediction accuracy using machine learning combined with near-infrared spectroscopy

R Reda, T Saffaj, SE Itqiq, I Bouzida, O Saidi… - … Acta Part A: Molecular …, 2020 - Elsevier
The estimation of soil phosphorus is essential for agricultural activity. The laboratory
chemical analysis techniques are expensive and labor-intensive. In the last decade, near …