Andreas Colliander

Government of the United States of America - Jet Propulsion Laboratory

Pasadena, CA

United States

  • Government of the United States of America - Jet Propulsion Laboratory

SCHOLARLY PAPERS

2

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54

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Scholarly Papers (2)

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1.

Simultaneous Estimation of Soil Moisture and Soil Organic Matter from Dielectric Measurements - Part 1: Optimal Estimation Strategy

Number of pages: 32 Posted: 02 Apr 2025
Chang-Hwan PARK, Ankur R. Desai, Jingyi Huang, Andreas Colliander, Hyunglok Kim, Thomas Jagdhuber, Venkataraman Lakshmi, Michael H. Cosh, Aaron Berg and Jean-Pierre Wigneron
Ajou University, University of Wisconsin-Madison, University of Wisconsin-Madison, Government of the United States of America - Jet Propulsion Laboratory, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, USDA Agricultural Research Service, University of Guelph and affiliation not provided to SSRN
Downloads 28 (1,065,847)

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Carbon Sequestration, Optimal Estimation, Dielectric Mixing Model, Soil Mostiure, Soil Organic Matter, Prescision Agriculture

2.

Simultaneous Estimation of Soil Moisture and Soil Organic Matter from in Situ Dielectric - Part 2: Application of Optimal Estimation and Machine Learning Approaches

Number of pages: 35 Posted: 02 Apr 2025
Chang-Hwan PARK, Ankur R. Desai, Jingyi Huang, Hyunglok Kim, Thomas Jagdhuber, Andreas Colliander, Jinkyu Hong, Venkataraman Lakshmi, Aaron Berg and Jean-Pierre Wigneron
Ajou University, University of Wisconsin-Madison, University of Wisconsin-Madison, affiliation not provided to SSRN, affiliation not provided to SSRN, Government of the United States of America - Jet Propulsion Laboratory, Yonsei University, affiliation not provided to SSRN, University of Guelph and affiliation not provided to SSRN
Downloads 26 (1,089,447)

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carbon sequestration, carbon farming, smartfarm, soil moisture, soil organic matter, machine learning