AIMC Topic: Soil

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[Soil Cadmium Prediction and Health Risk Assessment of an Oasis on the Eastern Edge of the Tarim Basin Based on Feature Optimization and Machine Learning].

Huan jing ke xue= Huanjing kexue Aug 8, 2024
Soil heavy metal pollution poses a serious threat to food security, human health, and soil ecosystems. Based on 644 soil samples collected from a typical oasis located at the eastern margin of the Tarim Basin, a series of models, namely, multiple lin...
Machine Learning Soil Ecosystem Support Vector Machine Humans Soil Pollutants Neural Networks, Computer Cadmium Linear Models Risk Assessment China Environmental Monitoring
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[Multi-factor Impact Analysis of Grassland Phenology Changes on the Qinghai-Xizang Plateau Based on Interpretable Machine Learning].

Huan jing ke xue= Huanjing kexue Jun 8, 2024
The vegetation phenology of the Qinghai-Xizang Plateau is changing significantly in the context of climate change. However, there are many hydrothermal factors affecting the phenology, and few studies have focused on the effects of multiple factors o...
Rain Environmental Monitoring Remote Sensing Technology Seasons Altitude Grassland Temperature Machine Learning Poaceae Soil Climate Change China
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Enhancing rainfall-runoff model accuracy with machine learning models by using soil water index to reflect runoff characteristics.

Water science and technology : a journal of the International Association on Water Pollution Research Jan 1, 2024
The advancement of data-driven models contributes to the improvement of estimating rainfall-runoff models due to their advantages in terms of data requirements and high performance. However, data-driven models that rely solely on rainfall data have l...
Soil Water Models, Theoretical Environmental Monitoring Neural Networks, Computer Machine Learning Rain Water Movements
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DEVELOPMENT OF A ROBOT FOR THE MEASUREMENT OF RADIOACTIVE CONTAMINATION AND FERTILITY OF THE SOIL IN FARMLAND.

Radiation protection dosimetry Sep 9, 2022
A tractor-based robot with the capability of real-time assessing and visualizing the radioactive material density and fertility distribution of farmlands has been developed to accelerate the recovery process of the farmlands suffered by the accident ...
Nuclear Power Plants Fukushima Nuclear Accident Soil Pollutants, Radioactive Japan Fertility Radiation Monitoring Cesium Radioisotopes Farms Robotics Soil
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[Predicting soil property in hilly regions by using landscape and multiscale micro-landform features].

Ying yong sheng tai xue bao = The journal of applied ecology Feb 1, 2022
To assess the high-resolution digital soil mapping method for small watersheds in hilly areas, we explored the role of landscape classification and multiscale micro-landform features in predicting soil pH, soil clay content (SCC), and cation exchange...
Machine Learning Soil Least-Squares Analysis Spatial Analysis
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Rain garden infiltration rate modeling using gradient boosting machine and deep learning techniques.

Water science and technology : a journal of the International Association on Water Pollution Research Nov 1, 2021
Rain garden is effective in reducing storm water runoff, whose efficiency depends upon several parameters such as soil type, vegetation and meteorological factors. Evaluation of rain gardens has been done by various researchers. However, knowledge fo...
Environmental Monitoring Poaceae Rain Soil Deep Learning
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Digging roots is easier with AI.

Journal of experimental botany Jun 22, 2021
The scale of root quantification in research is often limited by the time required for sampling, measurement, and processing samples. Recent developments in convolutional neural networks (CNNs) have made faster and more accurate plant image analysis ...
Image Processing, Computer-Assisted Software Soil Neural Networks, Computer
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Forecasting beef production and quality using large-scale integrated data from Brazil.

Journal of animal science Apr 1, 2020
With agriculture rapidly becoming a data-driven field, it is imperative to extract useful information from large data collections to optimize the production systems. We compared the efficacy of regression (linear regression or generalized linear regr...
Linear Models Farms Female Animals Climate Cattle Machine Learning Male Soil Red Meat Agriculture Phenotype Brazil Commerce
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[Effects of Soil Microbial Diversity on the Phosphate Fraction in the Rhizosphere of in the Yeyahu Wetland in Beijing, China].

Huan jing ke xue= Huanjing kexue Nov 8, 2017
In this research, microorganisms in rhizosphere/non-rhizosphere soils of in the Yeyahu Wetland were studied. A sequential extraction procedure was used to analyze the phosphorus (P) forms in the rhizosphere/non-rhizosphere soil with a variety of pla...
Phosphates Soil RNA, Ribosomal, 16S Beijing Bacteria Poaceae Rhizosphere Soil Microbiology Wetlands
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Technology: The Future of Agriculture.

Nature Apr 26, 2017
Mobile Applications Depth Perception Agriculture Crop Production Abattoirs Animals Agrochemicals Monitoring, Physiologic Clinical Alarms Machine Learning Livestock Animal Husbandry Technology Transfer Soil Animal Diseases Fruit Plant Diseases Robotics Vegetables Time Factors Automation Quality Control Plant Weeds Pesticides Lasers Remote Sensing Technology
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