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David C. Weindorf

Central Michigan University - Department of Earth and Atmospheric Sciences

Mount Pleasant, MI

United States

  • Central Michigan University - Department of Earth and Atmospheric Sciences

SCHOLARLY PAPERS

2

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277

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Scholarly Papers (2)

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1.

Using Nix Color Sensor and Munsell Soil Color Variables to Classify Contrasting Soil Types and Predict Soil Organic Carbon in Eastern India

Number of pages: 33 Posted: 13 Apr 2022
RK Swetha, Somsubhra Chakraborty, Shubhadip Dasgupta, Bin Li, David C. Weindorf, Marcelo Mancini, S.H.G. Silva, Bruno T. Ribeiro, Nilton Curi and Deb Prasad Ray
Indian Institute of Technology (IIT), Kharagpur, affiliation not provided to SSRN, Indian Council of Agricultural Research (ICAR) - Bidhan Chandra Krishi Viswavidyalaya, affiliation not provided to SSRN, Central Michigan University - Department of Earth and Atmospheric Sciences, Federal University of Lavras, Federal University of Lavras, Federal University of Lavras - Department of Soil Science, Federal University of Lavras - Department of Soil Science and affiliation not provided to SSRN
Downloads 182 (418,025)

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soil color, soil organic carbon, Nix, Munsell Soil Color Chart, random forest

2.

­­ Can Generative Ai and Nix Color Sensor Improve Soil Organic Carbon Estimation?

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­­ Can Generative Ai and Nix Color Sensor Improve Soil Organic Carbon Estimation?

Number of pages: 36 Posted: 16 Apr 2025
Rachna Singh, Mriganka De, Rintu Banerjee, Anshuman Nayak, Shubhadip Dasgupta, Ayan Das, Subhadip Dey, David C. Weindorf and Somsubhra Chakraborty
Indian Institute of Technology (IIT), Kharagpur, Minnesota State University Mankato, Indian Institute of Technology (IIT), Kharagpur, Indian Institute of Technology (IIT), Kharagpur, Indian Council of Agricultural Research (ICAR) - Bidhan Chandra Krishi Viswavidyalaya, affiliation not provided to SSRN, Indian Institute of Technology (IIT), Kharagpur, Central Michigan University - Department of Earth and Atmospheric Sciences and Indian Institute of Technology (IIT), Kharagpur
Downloads 65 (938,792)

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Soil color, Soil organic carbon, Nix color sensor, Random Forest, Artificial Intelligence, GMM

­­ Can Generative Ai and Nix Color Sensor Improve Soil Organic Carbon Estimation?

Number of pages: 36 Posted: 16 Apr 2025
Rachna Singh, Mriganka De, Rintu Banerjee, Anshuman Nayak, Shubhadip Dasgupta, Ayan Das, Subhadip Dey, David C. Weindorf and Somsubhra Chakraborty
Indian Institute of Technology (IIT), Kharagpur, Minnesota State University Mankato, Indian Institute of Technology (IIT), Kharagpur, Indian Institute of Technology (IIT), Kharagpur, Indian Council of Agricultural Research (ICAR) - Bidhan Chandra Krishi Viswavidyalaya, affiliation not provided to SSRN, Indian Institute of Technology (IIT), Kharagpur, Central Michigan University - Department of Earth and Atmospheric Sciences and Indian Institute of Technology (IIT), Kharagpur
Downloads 30 (1,371,100)

Abstract:

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Soil color, Soil organic carbon, Nix color sensor, Random Forest, Artificial Intelligence, GMM