Coupling Remote Sensing With a Process Model for the Simulation of Rangeland Carbon Dynamics

Yushu Xia; Jonathan Sanderman; Jennifer D. Watts; Megan B. Machmuller; Andrew L. Mullen; Charlotte Rivard; Arthur Endsley; Haydee Hernandez; John Kimball; Stephanie A. Ewing; Marcy Litvak; Tomer Duman; Praveena Krishnan; Tilden Meyers; Nathaniel A. Brunsell; Binayak Mohanty; Heping Liu; Zhongming Gao; Jiquan Chen; Michael Abraha; Russell L. Scott; Gerald N. Flerchinger; Patrick E. Clark; Paul C. Stoy; Anam M. Khan; E. N. Jack Brookshire; Quan Zhang; David R. Cook; Thomas Thienelt; Bhaskar Mitra; Marguerite Mauritz-Tozer; Craig E. Tweedie; Margaret S. Torn; Dave Billesbach

doi:10.1029/2024MS004342

Coupling Remote Sensing With a Process Model for the Simulation of Rangeland Carbon Dynamics

Yushu Xia
, Jonathan Sanderman
, Jennifer D. Watts
, Megan B. Machmuller
, Andrew L. Mullen
, Charlotte Rivard
, Arthur Endsley
, Haydee Hernandez
, John Kimball
, Stephanie A. Ewing
, Marcy Litvak
, Tomer Duman
, Praveena Krishnan
, Tilden Meyers
, Nathaniel A. Brunsell
, Binayak Mohanty
, Heping Liu
, Zhongming Gao
, Jiquan Chen
, Michael Abraha

Russell L. Scott, Gerald N. Flerchinger, Patrick E. Clark, Paul C. Stoy, Anam M. Khan, E. N. Jack Brookshire, Quan Zhang, David R. Cook, Thomas Thienelt, Bhaskar Mitra, Marguerite Mauritz-Tozer, Craig E. Tweedie, Margaret S. Torn, Dave Billesbach

Human & Environmental modelling

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	e2024MS004342
Number of pages	26
Journal	Journal of Advances in Modeling Earth Systems
Volume	17
Issue number	3
DOIs	https://doi.org/10.1029/2024MS004342
Publication status	Published - 15 Mar 2025

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 15 Life on Land

Keywords

C
Dndc
Dsm
Denitrification-Decomposition
Gee
Gpp
Google Earth Engine
Gross Primary Productivity
Hoc
L4c
Loocv
Lue
Level 4 Carbon
Mbe
Ndvi
Nee
Neon
Nir
Nlcd
Nldas
Npp
National Ecological Observatory Network
National Land Cover Database
Normalized Difference Vegetation Index
North American Land Data Assimilation System
Pi
Poc
Qc
Rap
Rb
Rctm
Reco
Rmse
Roc
Rs
Rangeland Analysis Platform
Rangeland Carbon Tracking and Management
Root Mean Square Error
RothC
Rothamsted Carbon
Smap
Smlr
Soc
Som
Starfm
Soil Moisture Active-Passive
Spatial and Temporal Adaptive Reflectance Fusion Model
Vpd
Carbon
Digital soil mapping
Ecosystem respiration
fPAR
Flux towers
Fraction of absorbed photosynthetically active radiation
Gross primary productivity
Humus organic carbon
Leave-one-out cross-validation
Light use efficiency
Mean bias error
Modeling
nRMSE
Near infrared band
Net ecosystem exchange
Net ecosystem exchange of carbon dioxide
Net primary productivity
normalized Root Mean Square Error
Particulate organic carbon
Principal investigator
Quality control
Rangeland
Relative bias
Remote sensing
Resistant organic carbon
Soil organic carbon
Soil organic matter
Stepwise multiple linear regression
Vapor pressure deficit

Access to Document

10.1029/2024MS004342Licence: CC BY

Cite this

Xia, Y., Sanderman, J., Watts, J. D., Machmuller, M. B., Mullen, A. L., Rivard, C., Endsley, A., Hernandez, H., Kimball, J., Ewing, S. A., Litvak, M., Duman, T., Krishnan, P., Meyers, T., Brunsell, N. A., Mohanty, B., Liu, H., Gao, Z., Chen, J., ... Billesbach, D. (2025). Coupling Remote Sensing With a Process Model for the Simulation of Rangeland Carbon Dynamics. Journal of Advances in Modeling Earth Systems, 17(3), Article e2024MS004342. https://doi.org/10.1029/2024MS004342

@article{8fac7fa6509549dfb51e932c9b18ecb3,

title = "Coupling Remote Sensing With a Process Model for the Simulation of Rangeland Carbon Dynamics",

keywords = "C, Dndc, Dsm, Denitrification-Decomposition, Gee, Gpp, Google Earth Engine, Gross Primary Productivity, Hoc, L4c, Loocv, Lue, Level 4 Carbon, Mbe, Ndvi, Nee, Neon, Nir, Nlcd, Nldas, Npp, National Ecological Observatory Network, National Land Cover Database, Normalized Difference Vegetation Index, North American Land Data Assimilation System, Pi, Poc, Qc, Rap, Rb, Rctm, Reco, Rmse, Roc, Rs, Rangeland Analysis Platform, Rangeland Carbon Tracking and Management, Root Mean Square Error, RothC, Rothamsted Carbon, Smap, Smlr, Soc, Som, Starfm, Soil Moisture Active-Passive, Spatial and Temporal Adaptive Reflectance Fusion Model, Vpd, Carbon, Digital soil mapping, Ecosystem respiration, fPAR, Flux towers, Fraction of absorbed photosynthetically active radiation, Gross primary productivity, Humus organic carbon, Leave-one-out cross-validation, Light use efficiency, Mean bias error, Modeling, nRMSE, Near infrared band, Net ecosystem exchange, Net ecosystem exchange of carbon dioxide, Net primary productivity, normalized Root Mean Square Error, Particulate organic carbon, Principal investigator, Quality control, Rangeland, Relative bias, Remote sensing, Resistant organic carbon, Soil organic carbon, Soil organic matter, Stepwise multiple linear regression, Vapor pressure deficit",

author = "Yushu Xia and Jonathan Sanderman and Watts, \{Jennifer D.\} and Machmuller, \{Megan B.\} and Mullen, \{Andrew L.\} and Charlotte Rivard and Arthur Endsley and Haydee Hernandez and John Kimball and Ewing, \{Stephanie A.\} and Marcy Litvak and Tomer Duman and Praveena Krishnan and Tilden Meyers and Brunsell, \{Nathaniel A.\} and Binayak Mohanty and Heping Liu and Zhongming Gao and Jiquan Chen and Michael Abraha and Scott, \{Russell L.\} and Flerchinger, \{Gerald N.\} and Clark, \{Patrick E.\} and Stoy, \{Paul C.\} and Khan, \{Anam M.\} and Brookshire, \{E. N. Jack\} and Quan Zhang and Cook, \{David R.\} and Thomas Thienelt and Bhaskar Mitra and Marguerite Mauritz-Tozer and Tweedie, \{Craig E.\} and Torn, \{Margaret S.\} and Dave Billesbach",

year = "2025",

month = mar,

day = "15",

doi = "10.1029/2024MS004342",

language = "English",

volume = "17",

journal = "Journal of Advances in Modeling Earth Systems",

number = "3",

}

Xia, Y, Sanderman, J, Watts, JD, Machmuller, MB, Mullen, AL, Rivard, C, Endsley, A, Hernandez, H, Kimball, J, Ewing, SA, Litvak, M, Duman, T, Krishnan, P, Meyers, T, Brunsell, NA, Mohanty, B, Liu, H, Gao, Z, Chen, J, Abraha, M, Scott, RL, Flerchinger, GN, Clark, PE, Stoy, PC, Khan, AM, Brookshire, ENJ, Zhang, Q, Cook, DR, Thienelt, T, Mitra, B, Mauritz-Tozer, M, Tweedie, CE, Torn, MS & Billesbach, D 2025, 'Coupling Remote Sensing With a Process Model for the Simulation of Rangeland Carbon Dynamics', Journal of Advances in Modeling Earth Systems, vol. 17, no. 3, e2024MS004342. https://doi.org/10.1029/2024MS004342

TY - JOUR

T1 - Coupling Remote Sensing With a Process Model for the Simulation of Rangeland Carbon Dynamics

AU - Xia, Yushu

AU - Sanderman, Jonathan

AU - Watts, Jennifer D.

AU - Machmuller, Megan B.

AU - Mullen, Andrew L.

AU - Rivard, Charlotte

AU - Endsley, Arthur

AU - Hernandez, Haydee

AU - Kimball, John

AU - Ewing, Stephanie A.

AU - Litvak, Marcy

AU - Duman, Tomer

AU - Krishnan, Praveena

AU - Meyers, Tilden

AU - Brunsell, Nathaniel A.

AU - Mohanty, Binayak

AU - Liu, Heping

AU - Gao, Zhongming

AU - Chen, Jiquan

AU - Abraha, Michael

AU - Scott, Russell L.

AU - Flerchinger, Gerald N.

AU - Clark, Patrick E.

AU - Stoy, Paul C.

AU - Khan, Anam M.

AU - Brookshire, E. N. Jack

AU - Zhang, Quan

AU - Cook, David R.

AU - Thienelt, Thomas

AU - Mitra, Bhaskar

AU - Mauritz-Tozer, Marguerite

AU - Tweedie, Craig E.

AU - Torn, Margaret S.

AU - Billesbach, Dave

PY - 2025/3/15

Y1 - 2025/3/15

KW - C

KW - Dndc

KW - Dsm

KW - Denitrification-Decomposition

KW - Gee

KW - Gpp

KW - Google Earth Engine

KW - Gross Primary Productivity

KW - Hoc

KW - L4c

KW - Loocv

KW - Lue

KW - Level 4 Carbon

KW - Mbe

KW - Ndvi

KW - Nee

KW - Neon

KW - Nir

KW - Nlcd

KW - Nldas

KW - Npp

KW - National Ecological Observatory Network

KW - National Land Cover Database

KW - Normalized Difference Vegetation Index

KW - North American Land Data Assimilation System

KW - Pi

KW - Poc

KW - Qc

KW - Rap

KW - Rb

KW - Rctm

KW - Reco

KW - Rmse

KW - Roc

KW - Rs

KW - Rangeland Analysis Platform

KW - Rangeland Carbon Tracking and Management

KW - Root Mean Square Error

KW - RothC

KW - Rothamsted Carbon

KW - Smap

KW - Smlr

KW - Soc

KW - Som

KW - Starfm

KW - Soil Moisture Active-Passive

KW - Spatial and Temporal Adaptive Reflectance Fusion Model

KW - Vpd

KW - Carbon

KW - Digital soil mapping

KW - Ecosystem respiration

KW - fPAR

KW - Flux towers

KW - Fraction of absorbed photosynthetically active radiation

KW - Gross primary productivity

KW - Humus organic carbon

KW - Leave-one-out cross-validation

KW - Light use efficiency

KW - Mean bias error

KW - Modeling

KW - nRMSE

KW - Near infrared band

KW - Net ecosystem exchange

KW - Net ecosystem exchange of carbon dioxide

KW - Net primary productivity

KW - normalized Root Mean Square Error

KW - Particulate organic carbon

KW - Principal investigator

KW - Quality control

KW - Rangeland

KW - Relative bias

KW - Remote sensing

KW - Resistant organic carbon

KW - Soil organic carbon

KW - Soil organic matter

KW - Stepwise multiple linear regression

KW - Vapor pressure deficit

UR - https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=pure-hutton-staging&SrcAuth=WosAPI&KeyUT=WOS:001445445000001&DestLinkType=FullRecord&DestApp=WOS_CPL

U2 - 10.1029/2024MS004342

DO - 10.1029/2024MS004342

M3 - Article

VL - 17

JO - Journal of Advances in Modeling Earth Systems

JF - Journal of Advances in Modeling Earth Systems

IS - 3

M1 - e2024MS004342

ER -

Coupling Remote Sensing With a Process Model for the Simulation of Rangeland Carbon Dynamics

UN SDGs

Keywords

Access to Document

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Cite this