Source: UNIVERSITY OF NEW HAMPSHIRE submitted to NRP
TRADEOFFS BETWEEN SOIL CARBON SEQUESTRATION AND GREENHOUSE GAS EMISSIONS IN ORGANIC PASTURES UNDER MANAGEMENT INTENSIVE GRAZING
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
COMPLETE
Funding Source
Reporting Frequency
Annual
Accession No.
1006993
Grant No.
2015-51106-23967
Cumulative Award Amt.
$498,384.00
Proposal No.
2015-06273
Multistate No.
(N/A)
Project Start Date
Sep 1, 2015
Project End Date
Aug 31, 2020
Grant Year
2015
Program Code
[112.E]- Organic Transitions
Recipient Organization
UNIVERSITY OF NEW HAMPSHIRE
51 COLLEGE RD SERVICE BLDG 107
DURHAM,NH 03824
Performing Department
Earth Systems Resesarch Center
Non Technical Summary
Management intensive grazing (MIG)--the most popular approach to pasturing on organic dairy farms in the northeastern U.S. --can potentially remove carbon (C) from the atmosphere and store it in soil. However, increased soil C storage may cause higher soil nitrous oxide (N2O) emissions, offsetting any gains in climate mitigation achieved with MIG. The goal of our project is to provide organic dairy farmers and industry partners with science-based information and decision support systems on grazing practices that maximize soil C sequestration and minimize soil GHG losses. Specific objectives include: 1) quantifying SOC stocks at three organic dairy farms in the Northeast under MIG; 2) investigating drivers of soil C stabilization with MIG; 3) measuring soil N2O emissions in grazed and ungrazed pastures and comparing them to C stocks; 4) developing a grazing-specific version of the biogeochemical model Manure-DNDC; 5) refining the Northeast Dairy Emissions Estimator (NDEE) decision support system using the updated model; 6) hosting workshops that train stakeholders to use the NDEE; 7) broadly disseminating research results and products through eOrganic and the USDA Northeast Climate Hub; and 8) using feedback from workshops to define future research questions. These activities are highly relevant to Organic Transitions program by documenting the effects of organic practices on greenhouse gas mitigation and improving a model for estimating soil C and greenhouse gas dynamics (Priorities 1 and 2). They are also critical for improving the sustainability of organic dairy production in the northeastern U.S., which comprises 20% of national organic milk sales.
Animal Health Component
0%
Research Effort Categories
Basic
70%
Applied
0%
Developmental
30%
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
1210110107040%
1210499107040%
1210120107020%
Goals / Objectives
The goal of our project is to provide stakeholders--organic dairy farmers and organic dairy industry--with science-based information and decision support systems on grazing practices that maximize soil carbon (C) sequestration and minimize soil greenhouse gas (GHG) losses, particularly during the transitional period from conventional to intensively managed, organic systems. We will accomplish our goal through a combination of 1) measurements of soil organic carbon (SOC) stabilization and GHG emissions at three organic dairy farms located throughout the Northeast; 2) modeling that simulates soil C storage and GHG losses in intensively grazed pastures; 3) refinement of the Northeast Dairy Emissions Estimator (NDEE) to reflect soil C and GHG dynamics with intensive grazing; and 4) dissemination of our research products, both through direct extension and via eOrganic and the USDA Northeast Climate Hub. We define our measurements and modeling as research, our dissemination of research products as extension, and our work refining and training stakeholders to use the NDEE as the integration across our efforts. Our specific objectives include:1. Quantifying SOC stocks with MIG at three organic dairy farms throughout the Northeast at different stages of transition to intensive, organic pasture management;2. Investigating drivers of soil carbon stabilization with grazing, i.e., biomass production and allocation, N inputs, soil organic matter decomposition, bulk density, and time;3. Measuring soil N2O emissions in grazed and ungrazed pastures and comparing them, in net global warming potential (GWP) equivalents, to changes in SOC stocks;4. Developing a grazing-specific version of the biogeochemical model Manure-DeNitrifcation-DeComposition (DNDC) using data collected in objectives 1, 2, and 3;5. Refining the NDEE using the updated Manure-DNDC model generated in objective 4;6. Hosting workshops at regional gatherings that train stakeholders to use the refined NDEE developed in objective 5 to understand how they might build soil C stocks and minimizes soil greenhouse gas losses;7. Developing webinars on the NDEE, writing extension bulletins on soil C and GHG losses with pasture management, publishing research papers describing our results, and broadly disseminating these products through eOrganic and the USDA Northeast Climate Hub; and8. Using feedback from producers, industry, and other stakeholders to define future research questions.
Project Methods
This study will promote fundamental scientific understanding of relationships among management intensive grazing, soil organic carbon (SOC), and nitrous oxide emissions using field measurements, lab analyses, and processbased modeling. We will then translate this fundamental understanding into a user-friendly decision support system to assist organic dairy farmers in making pasture management decisions that enhance soil carbon sequestration and reduce soil greenhouse gas emissions.Our research activites include:1. Quantifying SOC stocks at three organic dairy farms throughout the Northeast at different stages of transition to intensive, organic pasture management. These farms represent a range of climatic, soils, and management conditions that likely affect soil organic carbon stabilization in different ways.2. Investigating drivers of soil carbon stabilization with grazing, i.e., biomass production and allocation, N inputs, soil organic matter decomposition, bulk density, and time. A unique aspect of this work will be applying both physical and chemical fractionation techniques to determine how MIG influences SOC by altering its chemical structure, occlusion in aggregates, and interactions with minerals.3. Measuring soil N2O emissions in grazed and ungrazed pastures and comparing them, in net global warming potential (GWP) equivalents, to changes in SOC stocks. Spatially and temporally intensive sampling of soil N2O fluxes will allow us to capture "hot spots" and "hot moments" of N2O fluxes across the landscape.4. Developing a grazing-specific version of the biogeochemical model Manure-DeNitrification-DeComposition (DNDC) using data collected in activities 1, 2, and 3. Currently, the ability of DNDC to simulate soil C stabilization and N2O emissions (and the variables that drive them) from grazing systems is not well-documented. As a result, this model upgrade will be a significat improvement over previous versions of DNDC.Our extension effforts include:5. Refining the NDEE using the updated Manure-DNDC model generated in activity 4. Decision support systems such as the NDEE are critical tools for farmers to use in making management choices based on quantitative data. They also provide a vehicle through which we can integrate our research and extension efforts.6. Hosting workshops at regional gatherings that train stakeholders to use the refined NDEE developed in activity 5 to understand how they might build soil C stocks and minimizes soil greenhouse gas losses. Direct interaction with the organic dairy community (farmers and industry) at regional meetings is one of the most effective ways to disseminate research findings, resulting in a change in knowledge and / or actions.7. Developing webinars on the NDEE, writing extension bulletins on soil C and GHG losses with pasture management, publishing research papers describing our results, and broadly disseminating these products through eOrganic and the USDA Northeast Climate Hub.8. Using feedback from producers, industry, and other stakeholders to define future research questions.Evaluation Plan:The success of the project will be determined in several ways. First, we anticipate that our research will result in both informal and formal review from other scientists. Informal review will be garnered at national scientific meetings where we present our research to our peers. More formal feedback will occur when papers are submitted for publication in peer-reviewed journals. Other metrics of our research impact will be in the number of times our papers are cited and in the application of our new version of Manure-DNDC to additional science, policy, and land management concerns. Finally, we will receive direct feedback on our research and outreach activities from farmers, extension specialists, industry leaders, and other stakeholders who attend our workshops at regional meetings or who attend our webinar. This feedback will allow us to determine our effectiveness at translating our research findings into management recommendations and will enable us to identify future, stakeholder-driven research questions.

Progress 09/01/15 to 08/31/20

Outputs
Target Audience:undergraduate and graduate students, technical service providers, farmers and producers, industry Changes/Problems:The research scientist conducting the modeling on our project left for a new position in the fall of 2019. We experienced significant delays in recruiting a new researcher to take her place, and then have been grappling with the disruption of the COVID pandemic. Both of these issues have slowed our progress toward publication. We should have our final two papers submitted in the first quarter of 2021 What opportunities for training and professional development has the project provided?Training Over the life of the project, we have afforded training opportunities to over ~12 undergraduate students who assisted with field sampling and lab analysis. Many of these undergraduate students conducted independent research associated with the project, which they presented at the annual UNH Undergraduate Research Conference. Three of these former undergraduate students are currently enrolled in graduate programs in environmental science and another currently works with the Nature Conservancy. Professional Development Early in the project, we met at the UNH Organic Dairy Research Farm with a group of high school Earth science teachers describing the project and discussing ways in which teachers can use project goals and activities as context for developing novel and hands-on Earth science curricula in their classrooms How have the results been disseminated to communities of interest?We disseminated results to communities of interest through both formal and informal activities, reaching a broad array of stakeholders. Informal activities: June 2016: research demonstration at one of our study sites, Wolfe's Neck Farm, for NRCS soil conservationists, directors of the USDA Northeast Climate Hub, American Farmland Trust, and farm staff showing our soil and trace gas monitoring protocols and brainstorming synergies between our research and other initiatives. July 2016: A pasture walk sponsored by NOFA Vermont and Organic Valley at another farm within our study, Franklin Farm, that featured informal discussions of pasture improvement, herd health, and agroecosystem management for building soil organic matter while reducing greenhouse gas emissions. September 2016: A formal presentation plus informal discussion at the Harvard Forest Grazing and Conservation seminar describing project goals and objectives to a group of regional dairy farmers, land trust representatives, farm advocacy groups, and scientists. May 2017: Participation in a short film for international distribution as part of the G8 Global Open Data for Agriculture and Nutrition(GODAN) initiative. Our role in the film was to show how our ongoing measurements of soil biogeochemical processes and real-time monitoring of soil microclimate can contribute to an emerging movement among citizens, farmers, and scientists topromote sustainable agriculture through open source and transparent data collection, modeling, and decision support tools:http://www.godan.info/news/open-farms-godan-documentary-web-series-episode-3. Formal Research Presentations American Geophysical Union Annual Meeting (fall 2017, 2018, 2019) Natural Capital Project Symposium (spring 2018) Slow Living Summit (summer 2018) Massachusetts Institute of Technology (spring 2018, 2019) University of Massachusetts (spring 2019) Tufts University (fall 2019) Antioch University New England (fall 2020) University of New Hampshire (fall 2020) Maine Organic Farmers and Growers Association (fall 2020) What do you plan to do during the next reporting period to accomplish the goals? Nothing Reported

Impacts
What was accomplished under these goals? To meet Objective 1, we conducted a spatially intensive soil sampling effort at all of our study sites and analyzed our soil samples for total SOC stocks as well as physiochemical fractions to determine mechanisms of C stabilization (Objective 2). We also conducted a spatially and temporally intensive measurement campaign of greenhouse gas emissions at our study sites (Objective 3), which span a range of management, edaphic, and climatic conditions. The data we collected as part of Objectives 1 through 3 are featured in a manuscript currently in review in the journal Agriculture, Ecosystems & Environment. All of the underlying data and code that generated the results in the paper are on a publicly available github repository: https://github.com/Contosta/Organic-Dairy. To address Objective 4, we developed new parameters for simulating management intensive grazing in the DeNitrification-DeComposition model, which we used to simulate grazing practices at both the farm and regional scales. All of the code, input files, and underlying data needed to run the model are hosted on a web repository for sharing and dissemination with the research community: https://github.com/eecampbell/DNDC_Dairy. We are currently preparing a manuscript for submission that highlights different approaches to simulating management intensive grazing and explores mechanisms by which this management practice might increase soil C storage and minimize GHG emissions. Both staffing changes and the COVID situation slowed our progress on this effort, but our target submission date is February of 2021. The results from the regional model runs formed the database underlying the Northeast Dairy Emissions Estimator (NDEE), which we refined based on our updates to the DNDC model (Objective 5). We are drafting a third manuscript that describes our methodology and results. As above, personnel changes and the pandemic have slowed our progress. We aim to have this paper submitted in spring of 2021. We have broadly shared our results with farmers, technical service providers, industry partners, students, researchers, and the general public (Objectives 6 and 7), and have incorporated feedback from the community in defining future research questions (Objective 8), most recently in proposals to the New Hampshire Innovation Research Center (funded) and the NASA Early Career Investigator program (pending).

Publications

  • Type: Journal Articles Status: Under Review Year Published: 2020 Citation: Contosta, A.R., Arndt, K.A., Campbell, E.A., Grandy, A.S., Perry, A., and Varner, R.K., in review, Management intensive grazing on New England dairy farms enhances soil nitrogen stocks and nitrous oxide emissions while having little effect on soil carbon, Agriculture, Ecosystems &Environment.
  • Type: Journal Articles Status: Other Year Published: 2020 Citation: Ardnt, K.A., E.E. Campbell, A.R., Contosta, C. D. Dorich, P. Ingraham, A.S. Grandy, T. Griffin, A. Perry, and R. K. Varner. Managing intensive rotational grazing systems for soil health and sustainability. in prep.
  • Type: Journal Articles Status: Other Year Published: 2020 Citation: Ardnt, K.A., EE Campbell, A Contosta, P. Ingraham, J. Deng, W. Salas, C. Dorich, S. Grandy, and R. Varner. Impacts of management intensive grazing on the greenhouse gas budget of New England dairy farms. in prep.


Progress 09/01/18 to 08/31/19

Outputs
Target Audience:Graduate students and scientific colleagues Changes/Problems:A research scientist on our project team had a family emergency that slowed work on the modeling aspects of the project that involved regional simulations. These simulations are now underway but will take several months to compute. This prompted us to ask for a second no-cost extension to complete model runs, upgrade our decision support tool using the results of the regional simulations, conduct public outreach, and prepare manuscripts for publication. What opportunities for training and professional development has the project provided? Nothing Reported How have the results been disseminated to communities of interest?We presented our research in professional meetings: the American Geophysical Union (fall 2018) and in seminars at the Massachusetts Institute of Technology (spring 2019) and the University of Massachusetts (spring 2019). What do you plan to do during the next reporting period to accomplish the goals?Complete regional simulations of greenhouse gas emissions within dairy farms across New England, upate NDEE with the results of these simulations, and disseminate our findings with NDEE as the cornerstone of our education and outreach efforts. We will also complete and submit publications based on field measurements and modeling to scientific journals.

Impacts
What was accomplished under these goals? We continued to prepare site and regional model grazing model runs for DNDC and to prepare the NDEE for updated changes based on the results of these runs.

Publications


    Progress 09/01/17 to 08/31/18

    Outputs
    Target Audience:general public, non-profit and industry partners, graduate students, and scientific peers Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided?We have continued to employ undergraduate students to assist in lab analysis of soil and greenhouse gas samples, which provides them with real-world analytical skills. How have the results been disseminated to communities of interest?Presentations- We have presented our research in professional meetings such as the American Geophysical Union (fall 2017), and the Natural Capital Project Symposium (spring 2018), and in seminars at the Massachusetts Institute of Technology (spring 2018). Outreach- We have also engaged with other audiences, such as in public talks such as the Slow Living Summit (summer 2018). What do you plan to do during the next reporting period to accomplish the goals?1) Finalizing the development of a grazing specific version of Manure-DNDC (Objective 4) and using model results to finish refining the Northeast Dairy Emissions Estimator as an outreach and educational tool (Objective 5). We will also continue to engage stakeholders in a variety of informal and formal settings (Objective 6), and will disseminate our project findings by holding a webinar on our eOrganic website (Objective 7). Finally, we will prepare and submit publications based on our research to both eXtension and peer-reviewed scientific journals.

    Impacts
    What was accomplished under these goals? We have completed all field sample collection and lab analysis and are currently in the process of preparing two publications for submission based on these results. Modeling activities have included parameterizing the DeNitrification-DeComposition model in site mode to simulate intensive rotational grazing and then adapting these parameters to simulate rotational grazing when DNDC is run in regional mode for the entire Northeast. Updates and a new design for the NE Dairy GHG Estimator webtool, in collaboration with Applied Geosolutions (AGS) has been planned, and wireframe version created to evaluate webtool appearance and intended function.

    Publications


      Progress 09/01/16 to 08/31/17

      Outputs
      Target Audience:Organic dairy farmers,tehnical service providers, and industry partners Changes/Problems:We have encountered significant obstacles in simulating vegetation growth in intensively grazed systems. This has represented a substantial barrier in parameterizing the DNDC model at the site level, for modeling individual farms, and also for calibrating the model to run in regional mode, which underpins the updating of the Northeast Dairy Emissions Estimator. We have identified two possible solutions for simulating intensive rotational grazing in the model, one that captures the spatial dynamics, and the other that simulates the temporal dimensions, and are optimistic that these "fixes" will enable the modeling in this project to move forward. What opportunities for training and professional development has the project provided?Training has consisted of undergraduate students engaged in collecting and analyzing field data, and thus gaining skills in lab and field techniques. Two of these students conducted individual research projects which they presented at the UNH undergraduate research symposium. Professional development at the UNH Organic Dairy Research Farm with a group of high school Earth science teachers describing the project and discussing ways in which teachers can use project goals and activities as context for developing novel and hands-on Earth science curricula in their classrooms. How have the results been disseminated to communities of interest?To date, we have disseminated results to communities of interest through both formal and informal activities, reaching a broad array of stakeholders. These include: A research demonstration at one of our study sites, Wolfe's Neck Farm, for NRCS soil conservationists, directors of the USDA Northeast Climate Hub, American Farmland Trust, and farm staff showing our soil and trace gas monitoring protocols and brainstorming synergies between our research and other initiatives. These include: 1) baseline soil sample collection for the National Soil Health Assessment effort of which Wolfe's Neck is a member; 2) a USDA Climate Hub virtual farm tour featuring our ongoing research and education initiatives; and 3) open source platforms for collecting and disseminating our agroecological data and management information for decision support. A pasture walk sponsored by NOFA Vermont and Organic Valley at another farm within our study, Franklin Farm, that featured informal discussions of pasture improvement, herd health, and agroecosystem management for building soil organic matter while reducing greenhouse gas emissions. A formal presentation plus informal discussion at the Harvard Forest Grazing and Conservation seminar describing project goals and objectives to a group of regional dairy farmers, land trust representatives, farm advocacy groups, and scientists. Participation in a short film for international distribution as part of the G8 Global Open Data for Agriculture and Nutrition (GODAN) initiative. Our role in the film was to show how our ongoing measurements of soil biogeochemical processes and real-time monitoring of soil microclimate can contribute to an emerging movement among citizens, farmers, and scientists to promote sustainable agriculture through open source and transparent data collection, modeling, and decision support tools: http://www.godan.info/news/open-farms-godan-documentary-web-series-episode-3. What do you plan to do during the next reporting period to accomplish the goals?Measurements: We will process soil samples collected during the second year of the project for physiochemical variables, and will complete analysis of greenhouse gas emissions collected during our temporall intensive measurement campaign. Modeling: We will finish parameterizing DNDC to represent pasture growth in intensively grazed systems in order to intialize site- and regional-level model runs for depicting tradeoffs in MIG for enhancing soil C storage while reducing GHG losses.

      Impacts
      What was accomplished under these goals? Measurements: During the first two years of the project, we conducted two soil sampling campaigns to assess how grazing management affects soil carbon stabilization. In year one, we sampled soils from grazed and hayed pastures at all of our study sites to examine differences between management practices. In year two, we conducted a spatially intensive resampling of one of our sites for which we have baseline data to determine changes in soil carbon and nitrogen dynamics over time. We have analyzed soil samples collected during the first year of the project for total soil carbon and nitrogen stocks, potential nitrogen and carbon turnover, and physicochemical organic matter fractions. We are in the process of conducting similar analyses on our year two sample set. During both years, we also conducted a spatially and temporally intensive measurement campaign of greenhouse gas emissions at all of our study sites, which span a range of management, edaphic, and climatic conditions. Modeling: Modeling for this project addresses three areas: 1) collecting and organizing data to set up and run DNDC model simulations, 2) updating DNDC model structure to address problems with simulating pasture regrowth under intensive grazing, and 3) using DNDC model simulations to evaluate potential mechanisms driving patterns in SOC and GHG emissions observed at the three sites included in this study. During the first two years of the project efforts have been concentrated on the first two areas. For data collection and organization, we are using the USDA ARS GRACEnet data collection template, due to its comprehensive structure for aggregating the diverse datasets needed for model development and testing, as well as the future potential to contribute these data to the GRACEnet database (https://www.ars.usda.gov/anrds/gracenet/). We are also working with farm managers at each study site to collect spatially resolved data for intensive grazing management practices- specifically including stocking density and the spatial and temporal extent of intensive grazing within pasture areas- in order to evaluate varying modeling approaches and scales for simulating this practice. Model simulations are set up for one site, using files from a past project with updates to extend into the 2015-current experimental period. We are using these files to test and develop DNDC structure to better simulate pasture regrowth after intensive grazing.

      Publications


        Progress 09/01/15 to 08/31/16

        Outputs
        Target Audience:Target audiences included leaders in climate, natural resource, and agroecosystem fields, farmers, K-12 teachers, and the general public. Changes/Problems:Since receiving the award from the USDA ORG program, one of the lead PIs, Changsheng Li, unfortunately passed away. Dr. Li possessed considerable modeling expertise which we planned to use in supporting a graduate student on this project. Due to his unforeseen passing, we have had to re-organize project personnel to both meet our modeling needs as well as our other goals. To that end, we hired a research scientist to assume responsibilities for the modeling aspects of the work. We alerted the USDA in the spring of 2016 about Dr. Li's death and our plans for fulfilling his role in the project. What opportunities for training and professional development has the project provided?In Y1, the primary avenue for training and professional development was an informal discussion we held at the UNH Organic Dairy Research Farm with a group of high school Earth science teachers describing the project and discussing ways in which teachers can use project goals and activities as context for developing novel and hands-on Earth science curricula in their classrooms. How have the results been disseminated to communities of interest?In addition to the training and professional development activities outlined above, we have disseminated results to communities of interest through both formal and informal activities, reaching a broad array of stakeholders. These include: A research demonstration at one of our study sites, Wolfe's Neck Farm, for NRCS soil conservationists, directors of the USDA Northeast Climate Hub, American Farmland Trust, and farm staff showing our soil and trace gas monitoring protocols and brainstorming synergies between our research and 1) baseline soil sample collection for the National Soil Health Assessment effort of which Wolfe's Neck is a member; 2) a USDA Climate Hub virtual farm tour featuring our ongoing research and education initiatives; and 3) open source platforms for collecting and disseminating our agroecological data and management information for decision support. A pasture walk sponsored by NOFA Vermont and Organic Valley at another farm within our study, Franklin Farm, that featured informal discussions of pasture improvement, herd health, and agroecosystem management for building soil organic matter while reducing greenhouse gas emissions. A formal presentation plus informal discussion at the Harvard Forest Grazing and Conservation seminar describing project goals and objectives to a group of regional dairy farmers, land trust representatives, farm advocacy groups, and scientists. Participation in a short film for international distribution as part of the by the G8 Global Open Data for Agriculture and Nutrition (GODAN) initiative. Our role in the film was to show how our ongoing measurements of soil biogeochemical processes and real-time monitoring of soil microclimate can contribute to an emerging movement among citizens, farmers, and scientists to promote sustainable agriculture through open source and transparent data collection, modeling, and decision support tools. What do you plan to do during the next reporting period to accomplish the goals? During the second year of the project, we will conduct our second year of soil greenhouse gas emissions measurements and will complete physiochemical analysis of soil samples. We will also begin development of a grazing specific version of Manure-DNDC (Objective 4) and use model results to begin refining the NDEE (Objective 5). We will continue to engage stakeholders in a variety of informal and formal settings (Objective 6), and will also increase our visibility to the broader public through the eOrganic and the USDA Climate Hub (Objective 7). Already we are collaborating with eOrganic to build a project website and coordinating with the Climate Hub to be featured in their virtual farm tour of Wolfe's Neck Farm. What do you plan to do during the next reporting period to accomplish the goals?During the second year of the project, we will conduct an additional year of soil greenhouse gas emissions measurements and will complete physiochemical analysis of soil samples. We will also begin development of a grazing specific version of Manure-DNDC (Objective 4) and use model results to begin refining the NDEE (Objective 5). We will continue to engage stakeholders in a variety of informal and formal settings (Objective 6), and will also increase our visibility to the broader public through the eOrganic and the USDA Climate Hub (Objective 7). Already we are collaborating with eOrganic to build a project website and coordinating with the Climate Hub to be featured in their virtual farm tour of Wolfe's Neck Farm. We will also prepare publications for both extension and peer-reviewed journals.

        Impacts
        What was accomplished under these goals? During the first year of the project, we primarily focused on Objectives 1 through 3 in accordance with our proposed timeline. To meet Objective 1, we conducted a spatially intensive soil sampling effort at all of our study sites and are currently in the process of analyzing soil samples for total SOC stocks as well as physiochemical fractions to determine mechanisms of C stabilization (Objective 2). We also conducted a spatially and temporally intensive measurement campaign of greenhouse gas emissions at our study sites (Objective 3), which span a range of management, edaphic, and climatic conditions. In preparation of addressing Objective 4, we have begun compiling management data required for modeling and have also developed modeling architecture for simultaneously running different versions of the DNDC model as well as other biogeochemical models such as DayCent. Regarding Objective 7, we have disseminated initial project findings and described overall project goals in both formal and informal venues involving a variety of stakeholders.

        Publications