Applicability of machine learning models for predicting soil organic carbon content and bulk density under different soil conditions
نویسندگان
چکیده
1. Ao, Y., Li, H., Zhu, L., Ali, S., Yang, Z., 2019. The linear random forest algorithm and its advantages in machine learning assisted logging regression modelling. Journal of Petroleum Science Engineering 174, 776-789. https://doi.org/10.1016/j.petr.... CrossRef Google Scholar
منابع مشابه
Adsorption of arsenic on soil under different soil moisture conditions
The adsorption study was conducted on three Japanese soils with different soil properties to characterize the adsorption pattern of Arsenic (As). Double tube method was used to find out the effect of soil moisture levels on As adsorption. For this study, besides double tube method, conventional batch method also was used. The As adsorption showed two phase kinetics. An initial and rapid adsorpt...
متن کاملAdsorption of arsenic on soil under different soil moisture conditions
The adsorption study was conducted on three Japanese soils with different soil properties to characterize the adsorption pattern of Arsenic (As). Double tube method was used to find out the effect of soil moisture levels on As adsorption. For this study, besides double tube method, conventional batch method also was used. The As adsorption showed two phase kinetics. An initial and rapid adsorpt...
متن کاملHow do changes in bulk soil organic carbon content affect carbon concentrations in individual soil particle fractions?
We test the common assumption that organic carbon (OC) storage occurs on sand-sized soil particles only after the OC storage capacity on silt- and clay-sized particles is saturated. Soil samples from a Brookston clay loam in Southwestern Ontario were analysed for the OC concentrations in bulk soil, and on the clay (<2 μm), silt (2-53 μm) and sand (53-2000 μm) particle size fractions. The OC con...
متن کاملPredicting soil potassium content
A linear mixed model, with non-stationary mean and covariance, for soil potassium based on gamma radiometry K. A. Haskard, B. G. Rawlins, and R. M. Lark Rothamsted Research, Harpenden, Hertfordshire, AL5 2JQ, UK British Geological Survey, Keyworth, Nottingham NG12 5GG, UK Received: 29 January 2010 – Accepted: 2 March 2010 – Published: 16 March 2010 Correspondence to: R. M. Lark (murray.lark@bbs...
متن کاملSoil Water Content Sensor Response to Organic Matter Content under Laboratory Conditions
Studies show that the performance of soil water content monitoring (SWCM) sensors is affected by soil physical and chemical properties. However, the effect of organic matter on SWCM sensor responses remains less understood. Therefore, the objectives of this study are to (i) assess the effect of organic matter on the accuracy and precision of SWCM sensors using a commercially available soil wate...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Roczniki Gleboznawcze
سال: 2023
ISSN: ['2300-4975', '2300-4967', '0080-3642']
DOI: https://doi.org/10.37501/soilsa/165879