Dynamic integration of GCAM-Demeter and CLUBS-Select: Datasets on urban extensification effects on land cover, crop yields, net primary production, and CO2 emissions

McManamay, Ryan; Vernon, Chris; Chen, Min; Thompson, Isaac; Khan, Zarrar; Narayan, Kanishka

doi:10.57931/2228907

Title: Dynamic integration of GCAM-Demeter and CLUBS-Select: Datasets on urban extensification effects on land cover, crop yields, net primary production, and CO2 emissions

Dataset
Other Related Research

Abstract

The datasets provide background data from McManamay et al. (2024) Nature Communications Earth and Environment. We integrate projected dynamic non-urban lands from GCAM-Demeter with projected dynamic urban lands from SELECT from 2015 to 2100 at 1-km resolution to examine stress to the land system, compromised crop production, and losses in Net Primary Production (NPP), that can arise from the competition over land resources. These datasets include changes to non-urban land use and land cover, estimated losses in crop yields, losses in NPP, and increases in CO2 emissions.

Authors:

;

; Chen, Min;

;

; Narayan, Kanishka

Baylor University; Pacific Northwest National Laboratory
Pacific Northwest National Laboratory
University of Wisconsin–Madison

Publication Date:: Wed Dec 06 23:00:00 EST 2023

Research Org.:: MultiSector Dynamics - Living, Intuitive, Value-adding, Environment

Sponsoring Org.:: USDOE Office of Science (SC), Biological and Environmental Research (BER)

Subject:: Earth Systems; Food; GCAM-USA; Urban

OSTI Identifier:: 2228907

DOI:: https://doi.org/10.57931/2228907

Citation Formats


                    McManamay, Ryan, Vernon, Chris, Chen, Min, Thompson, Isaac, Khan, Zarrar, and Narayan, Kanishka. Dynamic integration of GCAM-Demeter and CLUBS-Select: Datasets on urban extensification effects on land cover, crop yields, net primary production, and CO2 emissions.  United States: N. p., 2023. 
        Web.  doi:10.57931/2228907.

Copy to clipboard


                    McManamay, Ryan, Vernon, Chris, Chen, Min, Thompson, Isaac, Khan, Zarrar, & Narayan, Kanishka. Dynamic integration of GCAM-Demeter and CLUBS-Select: Datasets on urban extensification effects on land cover, crop yields, net primary production, and CO2 emissions.  United States.  doi:https://doi.org/10.57931/2228907

Copy to clipboard


                    McManamay, Ryan, Vernon, Chris, Chen, Min, Thompson, Isaac, Khan, Zarrar, and Narayan, Kanishka. 2023.  
"Dynamic integration of GCAM-Demeter and CLUBS-Select: Datasets on urban extensification effects on land cover, crop yields, net primary production, and CO2 emissions".  United States.  doi:https://doi.org/10.57931/2228907.  https://www.osti.gov/servlets/purl/2228907. Pub date:Wed Dec 06 23:00:00 EST 2023

Copy to clipboard


                    
@article{osti_2228907,

  title        = {Dynamic integration of GCAM-Demeter and CLUBS-Select: Datasets on urban extensification effects on land cover, crop yields, net primary production, and CO2 emissions},

  author       = {McManamay, Ryan and Vernon, Chris and Chen, Min and Thompson, Isaac and Khan, Zarrar and Narayan, Kanishka},

  abstractNote = {The datasets provide background data from McManamay et al. (2024) Nature Communications Earth and Environment. We integrate projected dynamic non-urban lands from GCAM-Demeter with projected dynamic urban lands from SELECT from 2015 to 2100 at 1-km resolution to examine stress to the land system, compromised crop production, and losses in Net Primary Production (NPP), that can arise from the competition over land resources.   These datasets include changes to non-urban land use and land cover, estimated losses in crop yields, losses in NPP, and increases in CO2 emissions.},

  doi          = {10.57931/2228907},

  journal      = {},

  number       = ,

  volume       = ,

  place        = {United States},

  year         = {Wed Dec 06 23:00:00 EST 2023},

  month        = {Wed Dec 06 23:00:00 EST 2023}

}

Copy to clipboard

Dataset:

View Dataset

DOI: https://doi.org/10.57931/2228907

Save / Share:

Export Metadata

Save to My Library

Similar records in DOE Data Explorer and OSTI.GOV collections:

GCAM-Demeter LU dataset (in EN)

Dataset Chen, Min ; Vernon, Chris

The dataset includes the projected global gridded land cover (excluding the Antarctic) for the period of 2015-2100 at 0.05-degree resolution and 5-year time step under fifteen SSP-RCP scenarios driven by five GCMs (i.e., gfdl, hadgem, ipsl, miroc, and noresm), using the Global Change Analysis Model (GCAM) and a geospatial downscaling model (Demeter). The data has been stored in self-describing NetCDF format. The dataset also includes the mean and standard deviation of the results driven by the five GCMs. More specifically, the data in each year includes grid-explicit fraction (in percent) of each of the 32 plant functional types that aremore »« less
IM3 Phase 2 Official Simulations: GCAM-Demeter-SELECT Annualized Land Use and Land Cover, Wood Harvest and Fertilization Data with Dynamic Urbanization Harmonized to CLM Land Definitions at 0.125 Degrees

Dataset Narayan, Kanishka ; Vernon, Chris R. ; McManamay, Ryan ; ...

Annualized land use land cover data, including wood harvest and fertilizer use data from the Global Change Analysis Model (GCAM) downscaled to 0.125 degrees for couping with the Community Land Model (CLM). GCAM here refers to GCAM-USA v5.3.im3 which has an enhanced electricity sector and an updated data system needed to represent regional to local scale dynamics. Data is also harmonized with future urbanization projections from the Spatially-Explicit, Long-term, Empirical City developmenT (SELECT) model. Projections/Data are generated using the demeter land use and land cover downscaling model. Original projections were generated at 0.05 degrees before being aggregared to 0.125 degrees.more »« less
GCAM-Demeter-LU (in EN)

Dataset Chen, Min ; Vernon, Chris R

This GCAM-Demeter-LU is made available under the Open Data Commons Attribution License:http://opendatacommons.org/licenses/by/1.0/. The dataset includes the projected global gridded land cover (excluding the Antarctic) for the period of 2015-2100 at 0.05-degree resolution and 5-year time step under fifteen SSP-RCP scenarios driven by five GCMs (i.e., gfdl, hadgem, ipsl, miroc, and noresm), using the Global Change Analysis Model (GCAM) and a geospatial downscaling model (Demeter). The data has been stored in self-describing NetCDF format. The dataset also includes the mean and standard deviation of the results driven by the five GCMs. More specifically, the data in each year includes grid-explicit fractionmore »« less
Integrated land management scenarios: regional demand of bioethanol for select counties (single refinery) and crops.

Dataset Davis, Maggie

Simulations under this dataset were targeted to a specific fuelshed in Iowa. Integrated land management (ILM) applications were targeted under this research, although the results of these simulations are at the county level; downscaling post-processing will be applied.
Parcel scale land cover and land use for Arizona’s urbanized areas, Flagstaff, Phoenix-Mesa, Tucson, Dec 2023

Dataset Stoker, Philip ; Santiago, Xahria ; Kear, Mark

The health impacts of heat exposure are unequally experienced, with certain subpopulations particularly vulnerable to the effects of rising global temperatures. Manufactured Housing (MH) – transportable residential units constructed off-site before being moved to a parcel, organized either in Parks or Non-Parks tenure types – presents a diverse housing type that is hypothesized to be more vulnerable to extreme heat. This dataset contains land cover and housing type for 1.7 million parcels in three of Arizona’s urbanized areas. The data supports research confirming the hypothesis that residents of MH are more likely to experience heat vulnerability than those in single-familymore »« less

Similar Records