no specific support system is able to classify the type of soil and retrieve the information for location and suitable plants for local purposes. In this study, we applied self organizing map (SOM) ...

To elucidate this problem, the study entitled “Spatial variability and correlation between TME and physicochemical parameters of soils under gold panning” was initiated. In this context, it was useful ...

This project classifies soil images into four categories using a fine-tuned ResNet18 model. It is structured for reproducibility, modularity, and ease of experimentation. Make sure best_model.pth is ...

The Bambuí Group is a geological formation that covers 300 000 km 2 of the São Francisco Craton (Dardenne, 1978), located in the eastern portion of the Brasília fold belt (Dardenne, 2000). On a ...

Install Dependencies pip install -r requirements.txt Ensure that requirements.txt contains: tensorflow, scikit-learn, pandas, numpy, matplotlib, opencv-python, tqdm, seaborn Instructions to Run the ...

Governmental agencies use the SEPA environmental checklist to help determine whether a proposal will have significant adverse environmental impacts. The information helps identify what measures can be ...

Antimony (Sb), a priority pollutant listed by the U.S. Environmental Protection Agency (USEPA), can cause adverse effects on human health, with particular impacts on skin, eyes, gastrointestinal tract ...

Eawag, Swiss Federal Institute of Aquatic Science and Technology, Department Water Resources and Drinking Water, 8600 Dübendorf, Switzerland ...