Abstract
Great hope is being placed in the ability of forest ecosystems to contribute to greenhouse gas (GHG) emission reduction targets to limit global warming. Many nations plan to rely on forest-based climate mitigation activities to create additional and long-term carbon sequestration. Here, we take a critical look at the state of the policy and ecology surrounding forest-based natural climate solutions (NCS), with a focus on temperate forests of the United States (US). We first provide a high-level overview of carbon accounting, including key concepts used in the monitoring, reporting and verification of forest-based NCS. Second, we provide a high-level overview of forest carbon dynamics, including pools and fluxes, and drivers of their change. We then identify gaps in the current systems of GHG accounting, and between current ambitions and basic forest ecology. Improved use of data in models provides a path forward to better assessment and anticipation of forest-based climate mitigation. We illustrate this with the creation of a climate-sensitive forestry model, using tree-ring time series data. This climate-sensitive forest simulator will improve planning of site-level climate mitigation activities in the US by providing more realistic expectations of the carbon sequestration potential of forests undergoing climate change. Our review highlights the sobering complexity and uncertainty surrounding forest carbon dynamics, along with the need to improve carbon accounting. If we are to expect forests to play the significant emissions reduction role that is currently planned, we should view immediate emissions reductions as critical to preserve the climate mitigation capacity of forest ecosystems.
Similar content being viewed by others
Data Availability
Forest inventory data were accessed from the Forest Inventory and Analysis (FIA) database (https://apps.fs.usda.gov/fia/datamart/datamart_sqlite.html). The tree-ring dataset analysed are not publicly available, but are available from the corresponding author on reasonable request (DeRose et al. 2017). Climate data were accessed from PRISM Climate Group (Daly et al. 2008) and climate projections were accessed from the online archive of Downscaled CMIP3 and CMIP5 Climate and Hydrology Projections (https://gdo-dcp.ucllnl.org/downscaled_cmip_projections).
Code Availability
All code can be accessed from https://github.com/clgiebink/UT_FVS.
References
Abatzoglou JT, Williams AP (2016) Impact of anthropogenic climate change on wildfire across western US forests. Proc Natl Acad Sci 113:11770–11775. https://doi.org/10.1073/pnas.1607171113
Abreu RCR, Hoffmann WA, Vasconcelos HL et al (2017) The biodiversity cost of carbon sequestration in tropical savanna. Sci Adv 3. https://doi.org/10.1126/sciadv.1701284
Agee JK, Skinner CN (2005) Basic principles of forest fuel reduction treatments. For Ecol Manage 211:83–96. https://doi.org/10.1016/j.foreco.2005.01.034
Albrich K, Rammer W, Turner MG et al (2020) Simulating forest resilience: A review. Glob Ecol Biogeogr 29:2082–2096. https://doi.org/10.1111/geb.13197
Alexander MR, Rollinson CR, Babst F et al (2018) Relative influences of multiple sources of uncertainty on cumulative and incremental tree-ring-derived aboveground biomass estimates. Trees 32:265–276. https://doi.org/10.1007/s00468-017-1629-0
Allen CD, Breshears DD, McDowell NG (2015) On underestimation of global vulnerability to tree mortality and forest die-off from hotter drought in the Anthropocene. Ecosphere 6:1–55. https://doi.org/10.1890/ES15-00203.1
Anderegg WRL, Trugman AT, Badgley G et al (2020) Climate-driven risks to the climate mitigation potential of forests. Science (80- ) 368. https://doi.org/10.1126/science.aaz7005
Arora VK, Katavouta A, Williams RG et al (2020) Carbon–concentration and carbon–climate feedbacks in CMIP6 models and their comparison to CMIP5 models. Biogeosciences 17:4173–4222. https://doi.org/10.5194/bg-17-4173-2020
Axelson JN, Alfaro RI, Hawkes BC (2009) Influence of fire and mountain pine beetle on the dynamics of lodgepole pine stands in British Columbia, Canada. For Ecol Manage 257:1874–1882. https://doi.org/10.1016/j.foreco.2009.01.047
Babst F, Bodesheim P, Charney N et al (2018) When tree rings go global: Challenges and opportunities for retro- and prospective insight. Quat. Sci. Rev. 197:1–20
Babst F, Friend AD, Karamihalaki M et al (2020) Modeling ambitions outpace observations of forest carbon allocation. Trends Plant Sci. 26:210–219
Barrett SW, Arno SF, Menakis JP (1997) Fire episodes in the Inland Northwest (1540-1940) based on fire history data. Gen Tech Rep INT-GTR-370 Ogden, UT US Dep Agric For Serv Intermt Res Stn. doi: https://doi.org/10.2737/INT-GTR-370
Barton AM, Poulos HM (2018) Pine vs. oaks revisited: Conversion of Madrean pine-oak forest to oak shrubland after high-severity wildfire in the Sky Islands of Arizona. For Ecol Manage 414:28–40. https://doi.org/10.1016/j.foreco.2018.02.011
Becknell JM, Desai AR, Dietze MC et al (2015) Assessing interactions among changing climate, management, and disturbance in forests: A macrosystems approach. Bioscience 65:263–274. https://doi.org/10.1093/biosci/biu234
Berryman E, Hatten J, Page-Dumroese DS et al (2020) Soil Carbon. In: Forest and Rangeland Soils of the United States Under Changing Conditions. Springer International Publishing, Cham, pp 9–31
Birdsey R, Pregitzer K, Lucier A (2006) Forest carbon management in the United States. J Environ Qual 35:1461–1469. https://doi.org/10.2134/jeq2005.0162
Birdsey RA, Dugan AJ, Healey SP, et al (2019) Assessment of the influence of disturbance, management activities, and environmental factors on carbon stocks of U.S. national forests. Gen Tech Rep RMRS-GTR-402 Fort Collins, CO US Dep Agric For Serv Rocky Mt Res Stn. doi: https://doi.org/10.2737/RMRS-GTR-402
Boden TA, Andres RJ, Marland G (2017) Global, Regional, and National Fossil-Fuel CO2 Emissions (1751 - 2014) (V. 2017).
Bonan GB (2008) Forests and climate change: Forcings, feedbacks, and the climate benefits of forests. Science (80- ) 320:1444–1449. doi: https://doi.org/10.1126/science.1155121
Brando PM, Soares-Filho B, Rodrigues L et al (2020) The gathering firestorm in southern Amazonia. Sci Adv 6. https://doi.org/10.1126/sciadv.aay1632
Brazil (2018) Brazil’s submission of a Forest Reference Emission Level (FREL) for reducing emissions from deforestation in the Amazonia biome for REDD+ results-based payments under the UNFCCC from 2016 to 2020. Brasília, DF
Brienen RJW, Caldwell L, Duchesne L et al (2020) Forest carbon sink neutralized by pervasive growth-lifespan trade-offs. Nat Commun 11:1–10. https://doi.org/10.1038/s41467-020-17966-z
Brookes W, Daniels LD, Copes-Gerbitz K et al (2021) A disrupted historical fire regime in central British Columbia. Front Ecol Evol 9:1–14. https://doi.org/10.3389/fevo.2021.676961
Brundu G, Richardson DM (2016) Planted forests and invasive alien trees in Europe: A Code for managing existing and future plantings to mitigate the risk of negative impacts from invasions. NeoBiota 30:5–47. https://doi.org/10.3897/neobiota.30.7015
Bugmann H (2001) A review of forest gap models. Clim. Change 51:259–305
Buotte PC, Levis S, Law BE et al (2019) Near-future forest vulnerability to drought and fire varies across the western United States. Glob Chang Biol:25. https://doi.org/10.1111/gcb.14490
Burrill, Ea, Wilson, et al (2018) The Forest Inventory and Analysis Database: Database Description and User Guide for Phase 2 (version 8.0)
Bustamante MMC, Roitman I, Aide TM et al (2016) Toward an integrated monitoring framework to assess the effects of tropical forest degradation and recovery on carbon stocks and biodiversity. Glob. Chang. Biol. 22:92–109
California Air Resources Board (2021) GHG Emissions Inventory (GHG EI) 2000-2019
California Air Resources Board (2015) Compliance Offset Protocol U.S. Forest Projects
Canham CD, Murphy L, Riemann R et al (2018) Local differentiation in tree growth responses to climate. Ecosphere 9:1–12. https://doi.org/10.1002/ecs2.2368
Cardinale BJ, Duffy JE, Gonzalez A et al (2012) Biodiversity loss and its impact on humanity. Nature 486:59–67. https://doi.org/10.1038/nature11148
Chapin FSI, Kofinas GP, Folke C (2009) Principles of Ecosystem Stewardship, 1st edn. Springer, New York, NY
Chave J, Condit R, Aguilar S et al (2004) Error propagation and scaling for tropical forest biomass estimates. Philos Trans R Soc London Ser B Biol Sci 359. https://doi.org/10.1098/rstb.2003.1425
Chitra-Tarak R, Xu C, Aguilar S et al (2021) Hydraulically-vulnerable trees survive on deep-water access during droughts in a tropical forest. New Phytol. https://doi.org/10.1111/nph.17464
Christoffersen BO, Gloor M, Fauset S et al (2016) Linking hydraulic traits to tropical forest function in a size-structured and trait-driven model (TFS v.1-Hydro). Geosci Model Dev 9:4227–4255. https://doi.org/10.5194/gmd-9-4227-2016
Clark JS, Wolosin M, Dietze M et al (2007) Tree growth inference and prediction from diameter censuses and ring widths. Ecol Appl 17:1942–1953. https://doi.org/10.1890/06-1039.1
Colombaroli D, Henne PD, Kaltenrieder P et al (2010) Species responses to fire, climate and human impact at tree line in the Alps as evidenced by palaeo-environmental records and a dynamic simulation model. J Ecol 98:1346–1357
Cook ER, Woodhouse CA, Eakin CM, et al (2004) Long-term aridity changes in the Western United States. Science (80- ) 306:1015–1018. doi: https://doi.org/10.1126/science.1102586
Crawford JN, Mensing SA, Lake FK, Zimmerman SR (2015) Late Holocene fire and vegetation reconstruction from the western Klamath Mountains, California, USA: A multi-disciplinary approach for examining potential human land-use impacts. The Holocene 25:1341–1357. https://doi.org/10.1177/0959683615584205
Crookston NL, Dixon GE (2005) The forest vegetation simulator: A review of its structure, content, and applications. Comput Electron Agric 49:60–80. https://doi.org/10.1016/j.compag.2005.02.003
Crookston NL, Rehfeldt GE, Dixon GE, Weiskittel AR (2010) Addressing climate change in the forest vegetation simulator to assess impacts on landscape forest dynamics. For Ecol Manage 260:1198–1211. https://doi.org/10.1016/j.foreco.2010.07.013
Daly C, Halbleib M, Smith JI et al (2008) Physiographically sensitive mapping of climatological temperature and precipitation across the conterminous United States. Int J Climatol 28:2031–2064. https://doi.org/10.1002/joc.1688
Davies-Barnard T, Meyerholt J, Zaehle S et al (2020) Nitrogen cycling in CMIP6 land surface models: progress and limitations. Biogeosciences 17:5129–5148. https://doi.org/10.5194/bg-17-5129-2020
de Bruijn A, Gustafson EJ, Sturtevant BR et al (2014) Toward more robust projections of forest landscape dynamics under novel environmental conditions: Embedding PnET within LANDIS-II. Ecol Modell 287:44–57. https://doi.org/10.1016/j.ecolmodel.2014.05.004
de Vries W, Du E, Butterbach-Bahl K (2014) Short and long-term impacts of nitrogen deposition on carbon sequestration by forest ecosystems. Curr Opin Environ Sustain 9–10:90–104. https://doi.org/10.1016/j.cosust.2014.09.001
DeRose RJ, Shaw JD, Long JN (2017) Building the forest inventory and analysis tree-ring data set. J For 115:283–291. https://doi.org/10.5849/jof.15-097
Dietze MC, Fox A, Beck-Johnson LM et al (2018) Iterative near-term ecological forecasting: Needs, opportunities, and challenges. Proc Natl Acad Sci 115:1424–1432. https://doi.org/10.1073/pnas.1710231115
Dijak WD, Hanberry BB, Fraser JS et al (2017) Revision and application of the LINKAGES model to simulate forest growth in central hardwood landscapes in response to climate change. Landsc Ecol 32:1365–1384. https://doi.org/10.1007/s10980-016-0473-8
Dixon GE (2002) Essential FVS: A User’s Guide to the Forest Vegetation Simulator
Dobor L, Hlásny T, Rammer W et al (2018) Post-disturbance recovery of forest carbon in a temperate forest landscape under climate change. Agric For Meteorol 263:308–322. https://doi.org/10.1016/j.agrformet.2018.08.028
Domke GM, Oswalt SN, Walters BF, Morin RS (2020) Tree planting has the potential to increase carbon sequestration capacity of forests in the United States. Proc Natl Acad Sci U S A 117:24649–24651. https://doi.org/10.1073/pnas.2010840117
Domke GM, Perry CH, Walters BF et al (2017) Toward inventory-based estimates of soil organic carbon in forests of the United States. Ecol Appl 27:1223–1235. https://doi.org/10.1002/eap.1516
Domke GM, Walters BF, Nowak DJ, et al (2021) Greenhouse gas emissions and removals from forest land, woodlands, and urban trees in the United States, 1990-2019
Domke GM, Walters BF, Smith JE (2022) Chapter 4: Carbon Stocks and Stock Changes in U.S. Forests. In: Hanson WL, Del Grosso SJ, Gallagher L (eds) U.S. Agriculture and Forestry Greenhouse Gas Inventory: 1990-2018. Technical Bulletin No. 1957, United States Department of Agriculture, Office of the Chief Economist, Washington, DC, pp 160–175
Duveiller G, Forzieri G, Robertson E et al (2018) Biophysics and vegetation cover change: a process-based evaluation framework for confronting land surface models with satellite observations. Earth Syst Sci Data 10:1265–1279. https://doi.org/10.5194/essd-10-1265-2018
Dye A, Barker Plotkin A, Bishop D et al (2016) Comparing tree-ring and permanent plot estimates of aboveground net primary production in three eastern U.S. forests. Ecosphere 7:1–13. https://doi.org/10.1002/ecs2.1454
Dymond CC, Beukema S, Nitschke CR et al (2016) Carbon sequestration in managed temperate coniferous forests under climate change. Biogeosciences 13:1933–1947. https://doi.org/10.5194/bg-13-1933-2016
Earles JM, North MP, Hurteau MD (2014) Wildfire and drought dynamics destabilize carbon stores of fire-suppressed forests. Ecol Appl 24:732–740
Elias F, Ferreira J, Lennox GD, et al (2020) Assessing the growth and climate sensitivity of secondary forests in highly deforested Amazonian landscapes. Ecology 101:. doi: https://doi.org/10.1002/ecy.2954
Elkin C, Gutiérrez AG, Leuzinger S et al (2013) A 2 °C warmer world is not safe for ecosystem services in the European Alps. Glob Chang Biol 19:1827–1840. https://doi.org/10.1111/gcb.12156
Evans MR (2012) Modelling ecological systems in a changing world. Philos Trans R Soc B Biol Sci 367:181–190. https://doi.org/10.1098/rstb.2011.0172
Evans MEK, DeRose RJ, KlesseS, et al (2022) Adding tree rings to North America's national forest inventories: An essential tool to guide drawdown of atmospheric CO2. Bioscience 72:233–246. https://doi.org/10.1093/biosci/biab119
Evans MEK, Falk DA, Arizpe A et al (2017) Fusing tree-ring and forest inventory data to infer influences on tree growth. Ecosphere 8:1–20. https://doi.org/10.1002/ecs2.1889
Eve M, Pape D, Flugge M et al (2014) Quantifying Greenhouse Gas Fluxes in Agriculture and Forestry: Methods for Entity-Scale Inventory. Washington, D.C.
Fahey TJ, Woodbury PB, Battles JJ et al (2010) Forest carbon storage: Ecology, management, and policy. Front. Ecol. Environ. 8:245–252
Falk DA (2013) Are Madrean ecosystems approaching tipping points? Anticipating interactions of landscape disturbance and climate change. In: Gottfried GJ, Ffolliott PF, Gebow BS, et al. (eds) Merging science and management in a rapidly changing world: Biodiversity and management of the Madrean Archipelago III and 7th Conference on Research and Resource Management in the Southwestern Deserts. U.S. Department of Agriculture, Forest Service, Rocky Mountain Research Station, Fort Collins, CO, pp 40–47
Falk DA, Miller C, McKenzie D, Black AE (2007) Cross-scale analysis of fire regimes. Ecosystems 10:809–823. https://doi.org/10.1007/s10021-007-9070-7
FAO (2019) From reference levels to results reporting: REDD+ under the United Nations Framework Convention on Climate Change. Rome
Fargione JE, Bassett S, Boucher T, et al (2018) Natural climate solutions for the United States. Sci Adv 4:. doi: https://doi.org/10.1126/sciadv.aat1869
Federici S, Lee D, Herold M (2018) Forest mitigation: A permanent contribution to the paris agreement
Fer I, Kelly R, Moorcroft PR et al (2018) Linking big models to big data: efficient ecosystem model calibration through Bayesian model emulation. Biogeosciences 15:5801–5830. https://doi.org/10.5194/bg-15-5801-2018
Finzi AC, Moore DJP, DeLucia EH et al (2006) Progressive nitrogen limitation of ecosystem processes under elevated CO 2 in a warm-temperate forest. Ecology 87:15–25. https://doi.org/10.1890/04-1748
Fisher RA, Koven CD (2020) Perspectives on the future of land surface models and the challenges of representing complex terrestrial systems. J Adv Model Earth Syst 12. https://doi.org/10.1029/2018MS001453
Fisher RA, Koven CD, Anderegg WRL et al (2018) Vegetation demographics in Earth System Models: A review of progress and priorities. Glob. Chang. Biol. 24:35–54
Fitts LA, Russell MB, Domke GM, Knight JK (2021) Modeling land use change and forest carbon stock changes in temperate forests in the United States. Carbon Balance Manag 16:20. https://doi.org/10.1186/s13021-021-00183-6
Folke C, Carpenter S, Walker B et al (2004) Regime shifts, resilience, and biodiversity in ecosystem management. Annu Rev Ecol Evol Syst 35:557–581. https://doi.org/10.1146/annurev.ecolsys.35.021103.105711
Fox AM, Hoar TJ, Anderson JL et al (2018) Evaluation of a data assimilation system for land surface models using CLM4.5. J Adv Model Earth Syst 10:2471–2494. https://doi.org/10.1029/2018MS001362
Franklin JF, Johnson KN, Johnson DL (2018) Ecological Forest Management. Waveland Press Inc., Long Grove, IL
Friedlingstein P, Meinshausen M, Arora VK et al (2014) Uncertainties in CMIP5 climate projections due to carbon cycle feedbacks. J Clim 27:511–526. https://doi.org/10.1175/JCLI-D-12-00579.1
Friedlingstein P, O’Sullivan M, Jones MW et al (2020) Global carbon budget 2020. Earth Syst Sci Data 12:3269–3340. https://doi.org/10.5194/essd-12-3269-2020
Friend AD, Schugart HH, Running SW (1993) A physiology-based gap model of forest dynamics. Ecology 74:792–797. https://doi.org/10.2307/1940806
Fritts H (1976) Tree rings and climate. Academic Press, London, UK
Fuss S, Lamb WF, Callaghan MW et al (2018) Negative emissions—Part 2: Costs, potentials and side effects. Environ Res Lett 13. https://doi.org/10.1088/1748-9326/aabf9f
Gatti LV, Basso LS, Miller JB et al (2021) Amazonia as a carbon source linked to deforestation and climate change. Nature 595:388–393. https://doi.org/10.1038/s41586-021-03629-6
Geng A, Yang H, Chen J, Hong Y (2017) Review of carbon storage function of harvested wood products and the potential of wood substitution in greenhouse gas mitigation. For Policy Econ 85:192–200. https://doi.org/10.1016/j.forpol.2017.08.007
Giebink CL (2021) Climatic sensitivities derived from tree rings improve predictions of the Forest Vegetation Simulator growth and yield model. University of Arizona
Girardin CAJ, Jenkins S, Seddon N et al (2021) Nature-based solutions can help cool the planet — if we act now. Nature 593:191–194. https://doi.org/10.1038/d41586-021-01241-2
González-Pérez JA, González-Vila FJ, Almendros G, Knicker H (2004) The effect of fire on soil organic matter—a review. Environ Int 30:855–870. https://doi.org/10.1016/j.envint.2004.02.003
Goodwin MJ, North MP, Zald HSJ, Hurteau MD (2020) Changing climate reallocates the carbon debt of frequent-fire forests. Glob Chang Biol 26:6180–6189. https://doi.org/10.1111/gcb.15318
Grassi G, House J, Dentener F et al (2017) The key role of forests in meeting climate targets requires science for credible mitigation. Nat Clim Chang 7:220–226. https://doi.org/10.1038/nclimate3227
Grassi G, House J, Kurz WA et al (2018a) Reconciling global-model estimates and country reporting of anthropogenic forest CO2 sinks. Nat Clim Chang 8:914–920. https://doi.org/10.1038/s41558-018-0283-x
Grassi G, Pilli R, House J et al (2018b) Science-based approach for credible accounting of mitigation in managed forests. Carbon Balance Manag:13. https://doi.org/10.1186/s13021-018-0096-2
Grassi G, Stehfest E, Rogelj J et al (2021) Critical adjustment of land mitigation pathways for assessing countries’ climate progress. Nat Clim Chang. https://doi.org/10.1038/s41558-021-01033-6
Griscom BW, Adams J, Ellis PW et al (2017) Natural climate solutions. Proc Natl Acad Sci U S A 114:11645–11650. https://doi.org/10.1073/pnas.1710465114
Gross CD, Harrison RB (2019) The Case for Digging Deeper: Soil Organic Carbon Storage, Dynamics, and Controls in Our Changing World. Soil Syst 3:28. https://doi.org/10.3390/soilsystems3020028
Gunn JS, Buchholz T (2018) Forest sector greenhouse gas emissions sensitivity to changes in forest management in Maine (USA). For An Int J For Res 91:526–538. https://doi.org/10.1093/forestry/cpy013
Hagmann RK, Hessburg PF, Prichard SJ et al (2021) Evidence for widespread changes in the structure, composition, and fire regimes of western North American forests. Ecol Appl. https://doi.org/10.1002/eap.2431
Hajjar R, Engbring G, Kornhauser K (2021) The impacts of REDD+ on the social-ecological resilience of community forests. Environ Res Lett 16:24001. https://doi.org/10.1088/1748-9326/abd7ac
Hansen J, Sato M, Kharecha P, von Schuckmann K (2011) Earth’s energy imbalance and implications. Atmos Chem Phys 11:13421–13449. https://doi.org/10.5194/acp-11-13421-2011
Heilman KA, Diete MC, Arizpe AA, et al (2022) Ecological forecasting of tree growth: Regional fusion of tree-ring and forest inventory data to quantify drivers and characterize uncertainty. Glob Chang Biol 28:2442–2460. https://doi.org/10.1111/gcb.16038
Henne PD, Elkin CM, Reineking B et al (2011) Did soil development limit spruce (Picea abies) expansion in the Central Alps during the Holocene? Testing a palaeobotanical hypothesis with a dynamic landscape model. J Biogeogr 38:933–949. https://doi.org/10.1111/j.1365-2699.2010.02460.x
Hessburg PF, Prichard SJ, Hagmann RK et al (2021) Wildfire and climate change adaptation of western North American forests: a case for intentional management. Ecol Appl. https://doi.org/10.1002/eap.2432
Holl KD, Brancalion PHS (2020) Tree planting is not a simple solution. Science (80- ) 368:. doi: https://doi.org/10.1126/science.aba8232
Hoover CM, Smith JE (2021) Current aboveground live tree carbon stocks and annual net change in forests of conterminous United States. Carbon Balance Manag 16:17. https://doi.org/10.1186/s13021-021-00179-2
Hua F, Wang X, Zheng X et al (2016) Opportunities for biodiversity gains under the world’s largest reforestation programme. Nat Commun 7. https://doi.org/10.1038/ncomms12717
Hungate BA, Dukes JS, Shaw MR, et al (2003) Nitrogen and Climate Change. Science (80- ) 302:1512–1513. doi: https://doi.org/10.1126/science.1091390
Hurteau MD, Liang S, Martin KL et al (2016) Restoring forest structure and process stabilizes forest carbon in wildfire-prone southwestern ponderosa pine forests. Ecol Appl 26:382–391. https://doi.org/10.1890/15-0337
Hurtt G, Zhao M, Sahajpal R et al (2019) Beyond MRV: High-resolution forest carbon modeling for climate mitigation planning over Maryland. USA. Environ Res Lett 14. https://doi.org/10.1088/1748-9326/ab0bbe
IPCC (2006) Guidelines for National Greenhouse Gas Inventories. Institute for Global Environmental Strategies
IPCC (2019a) Refinement to the 2006 IPCC Guidelines for National Greenhouse Gas Inventories
IPCC (2019b) Climate Change and Land: an IPCC special report on climate change, desertification, land degradation, sustainable land management, food security, and greenhouse gas fluxes in terrestrial ecosystems
Jackson RB, Lajtha K, Crow SE et al (2017) The ecology of soil carbon: Pools, vulnerabilities, and biotic and abiotic controls. Annu Rev Ecol Evol Syst 48:419–445. https://doi.org/10.1146/annurev-ecolsys-112414-054234
Jackson ST (2012) Conservation and Resource Management in a Changing World: Extending Historical Range of Variation Beyond the Baseline. In: Historical Environmental Variation in Conservation and Natural Resource Management. John Wiley & Sons, Ltd, Chichester, UK
James J, Harrison R (2016) The effect of harvest on forest soil carbon: A meta-analysis. Forests 7:308. https://doi.org/10.3390/f7120308
Jessen TD, Ban NC, Claxton NX, Darimont CT (2021) Contributions of Indigenous Knowledge to ecological and evolutionary understanding. Front Ecol Environ. https://doi.org/10.1002/fee.2435
Johnson MK, Rowe MJ, Lien A, López-Hoffman L (2021) Enhancing integration of Indigenous agricultural knowledge into USDA Natural Resources Conservation Service cost-share initiatives. J Soil Water Conserv 76:487–497. https://doi.org/10.2489/jswc.2021.00179
Kaarakka L, Cornett M, Domke G et al (2021) Improved forest management as a natural climate solution: A review. Ecol Solut Evid 2:1–10. https://doi.org/10.1002/2688-8319.12090
Karhu K, Fritze H, Hämäläinen K et al (2010) Temperature sensitivity of soil carbon fractions in boreal forest soil. Ecology 91:370–376. https://doi.org/10.1890/09-0478.1
Keane RE, Loehman RA, Holsinger LM et al (2018) Use of landscape simulation modeling to quantify resilience for ecological applications. Ecosphere 9:1–19. https://doi.org/10.1002/ecs2
Keeley JE, Aplet GH, Christensen NL, et al (2009) Ecological foundations for fire management in North American forest and shrubland ecosystems. Portland, OR
Keen RM, Voelker SL, SYS W et al (2021) Changes in tree drought sensitivity provided early warning signals to the California drought and forest mortality event. Glob Chang Biol. https://doi.org/10.1111/gcb.15973
Keyser CE, Dixon GE (2019) Utah (UT) Variant Overview - Forest Vegetation Simulator. Fort Collins, CO
Klesse S, DeRose RJ, Babst F et al (2020) Continental-scale tree-ring-based projection of Douglas-fir growth: Testing the limits of space-for-time substitution. Glob Chang Biol 26:5146–5163. https://doi.org/10.1111/gcb.15170
Klesse S, DeRose RJ, Guiterman CH et al (2018) Sampling bias overestimates climate change impacts on forest growth in the southwestern United States. Nat Commun 9:5336. https://doi.org/10.1038/s41467-018-07800-y
Knelman JE, Graham EB, Ferrenberg S et al (2017) Rapid shifts in soil nutrients and decomposition enzyme activity in early succession following forest fire. Forests 8. https://doi.org/10.3390/f8090347
Knorr W, Prentice IC, House JI, Holland EA (2005) Long-term sensitivity of soil carbon turnover to warming. Nature 433:298–301. https://doi.org/10.1038/nature03226
Koch A, Brierley C, Lewis SL (2021) Effects of Earth system feedbacks on the potential mitigation of large-scale tropical forest restoration. Biogeosciences 18:2627–2647. https://doi.org/10.5194/bg-18-2627-2021
Kohm KA, Franklin JF (1997) Creating a Forestry for the 21st Century: The Science of Ecosystem Management. Island Press, Washington, D.C.
Koontz MJ, Latimer AM, Mortenson LA, et al (2021) Cross-scale interaction of host tree size and climatic water deficit governs bark beetle-induced tree mortality. Nat Commun 12:. doi: https://doi.org/10.1038/s41467-020-20455-y
Koven C, Arora VK, Cadule P et al (2021) 23rd Century surprises: Long-term dynamics of the climate and carbon cycle under both high and net negative emissions scenarios. Earth Syst Dyn Discuss. https://doi.org/10.5194/esd-2021-23
Koven CD, Hugelius G, Lawrence DM, Wieder WR (2017) Higher climatological temperature sensitivity of soil carbon in cold than warm climates. Nat Clim Chang 7:817–822. https://doi.org/10.1038/nclimate3421
Koven CD, Knox RG, Fisher RA et al (2020) Benchmarking and parameter sensitivity of physiological and vegetation dynamics using the Functionally Assembled Terrestrial Ecosystem Simulator (FATES) at Barro Colorado Island, Panama. Biogeosciences 17:3017–3044. https://doi.org/10.5194/bg-17-3017-2020
Krawchuk MA, Moritz MA, Parisien M-A et al (2009) Global pyrogeography: the current and future distribution of wildfire. PLoS One 4. https://doi.org/10.1371/journal.pone.0005102
Kurz WA, Dymond CC, Stinson G et al (2008) Mountain pine beetle and forest carbon feedback to climate change. Nature 452:987–990. https://doi.org/10.1038/nature06777
Kurz WA, Hayne S, Fellows M et al (2018) Quantifying the impacts of human activities on reported greenhouse gas emissions and removals in Canada’s managed forest: conceptual framework and implementation. Can J For Res 48:1227–1240. https://doi.org/10.1139/cjfr-2018-0176
Kustas WP, Moran MS, Humes KS et al (1994) Surface energy balance estimates at local and regional scales using optical remote sensing from an aircraft platform and atmospheric data collected over semiarid rangelands. Water Resour Res 30:1241–1259. https://doi.org/10.1029/93WR03038
Laguë MM, Bonan GB, Swann ALS (2019) Separating the impact of individual land surface properties on the terrestrial surface energy budget in both the coupled and uncoupled land–atmosphere system. J Clim 32:5725–5744. https://doi.org/10.1175/JCLI-D-18-0812.1
Laguë MM, Swann ALS, Boos WR (2021) Radiative feedbacks on land surface change and associated tropical precipitation shifts. J Clim. https://doi.org/10.1175/JCLI-D-20-0883.1
Lannelongue L, Grealey J, Inouye M (2021) Green Algorithms: Quantifying the Carbon Footprint of Computation. Adv Sci 8:2100707. https://doi.org/10.1002/advs.202100707
Lawrence DM, Hurtt GC, Arneth A et al (2016) The Land Use Model Intercomparison Project (LUMIP) contribution to CMIP6: rationale and experimental design. Geosci Model Dev 9:2973–2998. https://doi.org/10.5194/gmd-9-2973-2016
Lee D, Llopis P, Waterworth R et al (2018) Approaches to REDD+ nesting lessons learned from country experiences. Washington, D.C.
Leites LP, Robinson AP, Rehfeldt GE et al (2012) Height-growth response to climatic changes differs among populations of Douglas-fir: a novel analysis of historic data. Ecol Appl 22:154–165
Levis C, Flores BM, Mazzochini GG et al (2020) Help restore Brazil’s governance of globally important ecosystem services. Nat Ecol Evol 4:172–173. https://doi.org/10.1038/s41559-019-1093-x
Li W, MacBean N, Ciais P et al (2018) Gross and net land cover changes in the main plant functional types derived from the annual ESA CCI land cover maps (1992–2015). Earth Syst Sci Data 10:219–234. https://doi.org/10.5194/essd-10-219-2018
Loehman RA, Keane RE, Holsinger LM, Wu Z (2016) Interactions of landscape disturbances and climate change dictate ecological pattern and process: spatial modeling of wildfire, insect, and disease dynamics under future climates. Landsc Ecol 32:1447–1459. https://doi.org/10.1007/s10980-016-0414-6
Loudermilk EL, Scheller RM, Weisberg PJ, Kretchun A (2017) Bending the carbon curve: fire management for carbon resilience under climate change. Landsc Ecol 32:1461–1472. https://doi.org/10.1007/s10980-016-0447-x
Lovejoy TE, Nobre C (2018) Amazon tipping point. Sci Adv 4. https://doi.org/10.1126/sciadv.aat2340
Lovejoy TE, Nobre C (2019) Amazon tipping point: Last chance for action. Sci Adv 5. https://doi.org/10.1126/sciadv.aba2949
Luyssaert S, Marie G, Valade A et al (2018) Trade-offs in using European forests to meet climate objectives. Nature 562:259–262. https://doi.org/10.1038/s41586-018-0577-1
Lynch AM (2012) What Tree-Ring Reconstruction Tells Us about Conifer Defoliator Outbreaks. In: Barbosa P, Letourneau DK, Agrawal AA (eds) Insect Outbreaks Revisited, 1st edn. Blackwell Publishing Ltd, Hoboken, NJ, pp 126–154
Manning BRM, Reed K (2019) Returning the Yurok forest to the Yurok tribe: California’s first tribal carbon credit project. Stanford Environ Law J 39:
Maréchaux I, Chave J (2017) An individual-based forest model to jointly simulate carbon and tree diversity in Amazonia: description and applications. Ecol Monogr 87:632–664. https://doi.org/10.1002/ecm.1271
Marland E, Domke G, Hoyle J, et al (2017) Understanding and Analysis: The California Air Resources Board Forest Offset Protocol. Springer
Mayer M, Prescott CE, Abaker WEA, et al (2020) Influence of forest management activities on soil organic carbon stocks: A knowledge synthesis. For. Ecol. Manage. 466
McCarthy MI, Ramsey B, Phillips J, Redsteer MH (2018) Tribal Lands. In: Cavallaro N, Shrestha G, Birdsey R et al (eds) Second State of the Carbon Cycle Report (SOCCR2): A Sustained Assessment Report. U.S. Global Change Research Program, Washington, DC, pp 303–335
McCullough IM, Davis FW, Williams AP (2017) A range of possibilities: Assessing geographic variation in climate sensitivity of ponderosa pine using tree rings. For Ecol Manage 402:223–233. https://doi.org/10.1016/j.foreco.2017.07.025
McDowell NG, Allen CD (2015) Darcy’s law predicts widespread forest mortality under climate warming. Nat Clim Chang 5:669–672. https://doi.org/10.1038/nclimate2641
McDowell NG, Williams AP, Xu C et al (2016) Multi-scale predictions of massive conifer mortality due to chronic temperature rise. Nat Clim Chang 6:295–300. https://doi.org/10.1038/nclimate2873
Merganičová K, Merganič J, Lehtonen A et al (2019) Forest carbon allocation modelling under climate change. Tree Physiol 39:1937–1960. https://doi.org/10.1093/treephys/tpz105
Millar CI, Stephenson NL (2015) Temperate forest health in an era of emerging megadisturbance. Science (80- ) 349:823–826. doi: https://doi.org/10.1126/science.aaa9933
Miller AD, Thompson JR, Tepley AJ, Anderson-Teixeira KJ (2018) Alternative stable equilibria and critical thresholds created by fire regimes and plant responses in a fire-prone community. Ecography (Cop) 41:55–66. https://doi.org/10.1111/ecog.03491
Mladenoff DJ (2004) LANDIS and forest landscape models. Ecol Modell 180:7–19. https://doi.org/10.1016/j.ecolmodel.2004.03.016
Moorcroft PR, Hurtt GC, Pacala SW (2001) A method for scaling vegetation dynamics: The ecosystem demography model (ED). Ecol Monogr 71:557–586
Moore PT, DeRose RJ, Long JN, van Miegroet H (2012) Using silviculture to influence carbon sequestration in Southern Appalachian spruce-fir forests. Forests 3:300–316. https://doi.org/10.3390/f3020300
Mori AS, Dee LE, Gonzalez A et al (2021) Biodiversity–productivity relationships are key to nature-based climate solutions. Nat Clim Chang 11:543–550. https://doi.org/10.1038/s41558-021-01062-1
Murphy BP, Yocom LL, Belmont P (2018) Beyond the 1984 perspective: Narrow focus on modern wildfire trends underestimates future risks to water security. Earth’s Futur 6:1492–1497. https://doi.org/10.1029/2018EF001006
Mykleby PM, Snyder PK, Twine TE (2017) Quantifying the trade-off between carbon sequestration and albedo in midlatitude and high-latitude North American forests. Geophys Res Lett 44:2493–2501. https://doi.org/10.1002/2016GL071459
National Academies of Sciences E and M (2019) Negative Emissions Technologies and Reliable Sequestration. National Academies Press, Washington, D.C.
Nave LE, Bowman M, Gallo A et al (2021a) Patterns and predictors of soil organic carbon storage across a continental-scale network. Biogeochemistry. https://doi.org/10.1007/s10533-020-00745-9
Nave LE, DeLyser K, Domke GM et al (2021b) Land use and management effects on soil carbon in U.S. Lake States, with emphasis on forestry, fire, and reforestation. Ecol Appl 31. https://doi.org/10.1002/eap.2356
Nave LE, Domke GM, Hofmeister KL et al (2018) Reforestation can sequester two petagrams of carbon in US topsoils in a century. Proc Natl Acad Sci U S A 115:2776–2781. https://doi.org/10.1073/pnas.1719685115
Nave LE, Vance ED, Swanston CW, Curtis PS (2011) Fire effects on temperate forest soil C and N storage. Ecol Appl 21. https://doi.org/10.1890/10-0660.1
Nave LE, Vance ED, Swanston CW, Curtis PS (2010) Harvest impacts on soil carbon storage in temperate forests. For. Ecol. Manage. 259:857–866
Needham JF, Chambers J, Fisher R et al (2020) Forest responses to simulated elevated CO 2 under alternate hypotheses of size- and age-dependent mortality. Glob Chang Biol 26. https://doi.org/10.1111/gcb.15254
Nickerson J, Kessler A, Remucal J, Wescott S (2019) Forest Protocol:v5.0
Norby RJ, DeLucia EH, Gielen B et al (2005) Forest response to elevated CO2 is conserved across a broad range of productivity. Proc Natl Acad Sci 102:18052–18056. https://doi.org/10.1073/pnas.0509478102
North MP, Stephens SL, Collins BM, et al (2015) Reform forest fire management. Science (80- ) 349:1280–1281. doi: https://doi.org/10.1126/science.aab2356
Oliver CD, Nassar NT, Lippke BR, McCarter JB (2014) Carbon, fossil fuel, and biodiversity mitigation with wood and forests. J Sustain For 33:248–275. https://doi.org/10.1080/10549811.2013.839386
Ou Y, Iyer G, Clarke L, et al (2021) Can updated climate pledges limit warming well below 2°C? Science (80- ) 374:693–695. doi: https://doi.org/10.1126/science.abl8976
Pan Y, Birdsey RA, Fang J, et al (2011a) A large and persistent carbon sink in the world’s forests. Science (80- ) 333:988–993. doi: https://doi.org/10.1126/science.1201609
Pan Y, Chen JM, Birdsey R et al (2011b) Age structure and disturbance legacy of North American forests. Biogeosciences 8:715–732. https://doi.org/10.5194/bg-8-715-2011
Pederson N, Dyer JM, McEwan RW et al (2014) The legacy of episodic climatic events in shaping temperate, broadleaf forests. Ecol Monogr 84:599–620. https://doi.org/10.1890/13-1025.1
Pellegrini AFA, Ahlström A, Hobbie SE et al (2018) Fire frequency drives decadal changes in soil carbon and nitrogen and ecosystem productivity. Nature 553:194–198. https://doi.org/10.1038/nature24668
Peng C (2000) Growth and yield models for uneven-aged stands: past, present and future. For Ecol Manage 132:259–279
Peters DPC, Pielke RA, Bestelmeyer BT, et al (2004) Cross-scale interactions, nonlinearities, and forecasting catastrophic events
Pongratz J, Reick CH, Raddatz T, Claussen M (2010) Biogeophysical versus biogeochemical climate response to historical anthropogenic land cover change. Geophys Res Lett 37. https://doi.org/10.1029/2010GL043010
Porté A, Bartelink HH (2002) Modelling mixed forest growth: a review of models for forest management. Ecol Modell 150:141–188
Pörtner HO, Scholes RJ, Agard J et al (2021) Scientific outcome of the IPBES-IPCC co-sponsored workshop on biodiversity and climate change. Bonn, Germany
Prichard SJ, Hessburg PF, Hagmann RK et al (2021) Adapting western North American forests to climate change and wildfires: ten common questions. Ecol Appl. https://doi.org/10.1002/eap.2433
Pugh TAM, Lindeskog M, Smith B et al (2019) Role of forest regrowth in global carbon sink dynamics. Proc Natl Acad Sci U S A 116:4382–4387. https://doi.org/10.1073/pnas.1810512116
Puhlick JJ, Weiskittel AR, Kenefic LS, et al (2020) Strategies for enhancing long-term carbon sequestration in mixed-species, naturally regenerated Northern temperate forests. Carbon Manag 1–17. doi: https://doi.org/10.1080/17583004.2020.1795599
Putz FE, Zuidema PA, Pinard MA et al (2008) Improved tropical forest management for carbon retention. PLoS Biol 6:e166. https://doi.org/10.1371/journal.pbio.0060166
Raiho A, Dietze M, Dawson A, et al (2020) Determinants of predictability in multi-decadal forest community and carbon dynamics. doi: https://doi.org/10.1101/2020.05.05.079871
Reclamation (2014) Downscaled CMIP3 and CMIP5 Climate and Hydrology Projections: Release of Hydrology Projections, Comparison with preceding Information, and Summary of User Needs. Denver, Colorado
Reddy AD, Hawbaker TJ, Wurster F et al (2015) Quantifying soil carbon loss and uncertainty from a peatland wildfire using multi-temporal LiDAR. Remote Sens Environ 170:306–316. https://doi.org/10.1016/j.rse.2015.09.017
Rehfeldt GE, Crookston NL, Warwell MV, Evans JS (2006) Empirical analyses of plant-climate relationships for the western United States. Int J Plant Sci 167:1123–1150
Reinhardt E, Crookston NL (2003) The Fire and Fuels Extension to the Forest Vegetation Simulator. Gen. Tech. Rep. RMRS-GTR-116. Ogden, UT
Rist L, Moen J (2013) Sustainability in forest management and a new role for resilience thinking. For Ecol Manage 310:416–427. https://doi.org/10.1016/j.foreco.2013.08.033
Roos CI, Swetnam TW, Ferguson TJ et al (2021) Native American fire management at an ancient wildland–urban interface in the Southwest United States. Proc Natl Acad Sci 118:e2018733118. https://doi.org/10.1073/pnas.2018733118
Roswintiarti O, Kustiyo TA, et al (2013) Indonesia’s National Carbon Accounting remote sensing program - A national system for monitoring forest changes. In: 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS. IEEE, pp 3930–3933
Sakschewski B, von Bloh W, Boit A et al (2016) Resilience of Amazon forests emerges from plant trait diversity. Nat Clim Chang 6:1032–1036. https://doi.org/10.1038/nclimate3109
Sampaio G, Nobre C, Costa MH et al (2007) Regional climate change over eastern Amazonia caused by pasture and soybean cropland expansion. Geophys Res Lett 34:L17709. https://doi.org/10.1029/2007GL030612
Sato H, Itoh A, Kohyama T (2007) SEIB-DGVM: A new Dynamic Global Vegetation Model using a spatially explicit individual-based approach. Ecol Modell 200:279–307. https://doi.org/10.1016/j.ecolmodel.2006.09.006
Scheller RM, Mladenoff DJ (2007) An ecological classification of forest landscape simulation models: Tools and strategies for understanding broad-scale forested ecosystems. Landsc. Ecol. 22:491–505
Schumacher S, Bugmann H (2006) The relative importance of climatic effects, wildfires and management for future forest landscape dynamics in the Swiss Alps. Glob Chang Biol 12:1435–1450. https://doi.org/10.1111/j.1365-2486.2006.01188.x
Schumacher S, Bugmann H, Mladenoff DJ (2004) Improving the formulation of tree growth and succession in a spatially explicit landscape model. Ecol Modell 180:175–194. https://doi.org/10.1016/j.ecolmodel.2003.12.055
Seidl R, Honkaniemi J, Aakala T et al (2020) Globally consistent climate sensitivity of natural disturbances across boreal and temperate forest ecosystems. Ecography (Cop) 43:967–978. https://doi.org/10.1111/ecog.04995
Seidl R, Rammer W (2016) Climate change amplifies the interactions between wind and bark beetle disturbances in forest landscapes. Landsc Ecol 32:1485–1498. https://doi.org/10.1007/s10980-016-0396-4
Seidl R, Rammer W, Scheller RM, Spies TA (2012) An individual-based process model to simulate landscape-scale forest ecosystem dynamics. Ecol Modell 231:87–100. https://doi.org/10.1016/j.ecolmodel.2012.02.015
Seidl R, Thom D, Kautz M et al (2017) Forest disturbances under climate change. Nat. Clim. Chang. 7:395–402
Sellers PJ, Schimel DS, Moore B et al (2018) Observing carbon cycle–climate feedbacks from space. Proc Natl Acad Sci 115:7860–7868. https://doi.org/10.1073/pnas.1716613115
Serra-Diaz JM, Maxwell C, Lucash MS et al (2018) Disequilibrium of fire-prone forests sets the stage for a rapid decline in conifer dominance during the 21st century. Sci Rep 8. https://doi.org/10.1038/s41598-018-24642-2
Seymour RS, Hunter Jr. ML (1992) New forestry in eastern spruce-fir forests: Principles and applications to Maine. Maine Agric For Exp Stn Misc Publ 716
Shifley SR, He HS, Lischke H et al (2017) The past and future of modeling forest dynamics: from growth and yield curves to forest landscape models. Landsc Ecol 32:1307–1325. https://doi.org/10.1007/s10980-017-0540-9
Shugart HH, Wang B, Fischer R, et al (2018) Gap models and their individual-based relatives in the assessment of the consequences of global change. Environ. Res. Lett. 13
Shvidenko A, Schepaschenko D, McCallum I, Schmullius C (2011) Use of remote sensing products in a terrestrial ecosystems verified full carbon accounting: Experiences from Russia. In: Lacoste H (ed) Earth Observation for Land-Atmosphere Interaction Science. Frascati, Italy, pp 3–5
dos MS S, Funch LS, da Silva LB (2019) The growth ring concept: seeking a broader and unambiguous approach covering tropical species. Biol Rev 94:1161–1178. https://doi.org/10.1111/brv.12495
Silva LCR, Lambers H (2021) Soil-plant-atmosphere interactions: structure, function, and predictive scaling for climate change mitigation. Plant Soil 461:5–27. https://doi.org/10.1007/s11104-020-04427-1
Simard SW, Durall DM (2004) Mycorrhizal networks: a review of their extent, function, and importance. Can J Bot 82:1140–1165. https://doi.org/10.1139/b04-116
Smith P, Soussana J, Angers D et al (2020a) How to measure, report and verify soil carbon change to realize the potential of soil carbon sequestration for atmospheric greenhouse gas removal. Glob Chang Biol 26:219–241. https://doi.org/10.1111/gcb.14815
Smith WK, Fox AM, MacBean N et al (2020b) Constraining estimates of terrestrial carbon uptake: new opportunities using long-term satellite observations and data assimilation. New Phytol 225:105–112. https://doi.org/10.1111/nph.16055
Sommerfeld A, Senf C, Buma B et al (2018) Patterns and drivers of recent disturbances across the temperate forest biome. Nat Commun 9. https://doi.org/10.1038/s41467-018-06788-9
Staal A, Nes EH, Hantson S et al (2018) Resilience of tropical tree cover: The roles of climate, fire, and herbivory. Glob Chang Biol 24:5096–5109. https://doi.org/10.1111/gcb.14408
Stavros EN, Schimel D, Pavlick R et al (2017) ISS observations offer insights into plant function. Nat Ecol Evol 1:0194. https://doi.org/10.1038/s41559-017-0194
Steel ZL, Safford HD, Viers JH (2015) The fire frequency-severity relationship and the legacy of fire suppression in California forests. Ecosphere 6:art8. doi: https://doi.org/10.1890/ES14-00224.1
Stephens SL, Agee JK, Fulé PZ, et al (2013) Managing forests and fire in changing climates. Science (80- ) 342:41–42. doi: https://doi.org/10.1126/science.1240294
Stephens SL, Martin RE, Clinton NE (2007) Prehistoric fire area and emissions from California’s forests, woodlands, shrublands, and grasslands. For Ecol Manage 251:205–216. https://doi.org/10.1016/j.foreco.2007.06.005
Stoddard MT, Roccaforte JP, Meador AJS, et al (2021) Ecological restoration guided by historical reference conditions can increase resilience to climate change of southwestern U.S. Ponderosa pine forests. For Ecol Manage 493:119256. doi: https://doi.org/10.1016/j.foreco.2021.119256
Swann AL, Fung IY, Levis S et al (2010) Changes in Arctic vegetation amplify high-latitude warming through the greenhouse effect. Proc Natl Acad Sci 107:1295–1300. https://doi.org/10.1073/pnas.0913846107
Swann ALS, Fung IY, Chiang JCH (2012) Mid-latitude afforestation shifts general circulation and tropical precipitation. Proc Natl Acad Sci 109:712–716. https://doi.org/10.1073/pnas.1116706108
Swetnam TW, Allen CD, Betancourt JL (1999) Applied historical ecology: Using the past to manage for the future. Ecol Appl 9:1189–1206
Swetnam TW, Lynch AM (1993) Multicentury, regional-scale patterns of western spruce budworm outbreaks. Ecol Monogr 63:399–424. https://doi.org/10.2307/2937153
Tank SE, Fellman JB, Hood E, Kritzberg ES (2018) Beyond respiration: Controls on lateral carbon fluxes across the terrestrial-aquatic interface. Limnol Oceanogr Lett 3:76–88. https://doi.org/10.1002/lol2.10065
Teasdale JR, Coffman CB, Mangum RW (2007) Potential long-term benefits of no-tillage and organic cropping Systems for grain production and soil improvement. Agron J 99:1297–1305. https://doi.org/10.2134/agronj2006.0362
Tebaldi C, Debeire K, Eyring V et al (2021) Climate model projections from the Scenario Model Intercomparison Project (ScenarioMIP) of CMIP6. Earth Syst Dyn 12:253–293. https://doi.org/10.5194/esd-12-253-2021
Temperli C, Bugmann H, Elkin C (2013) Cross-scale interactions among bark beetles, climate change, and wind disturbances: a landscape modeling approach. Ecol Monogr 83:383–402
Terrer C, Phillips RP, Hungate BA et al (2021) A trade-off between plant and soil carbon storage under elevated CO2. Nature 591:599–603. https://doi.org/10.1038/s41586-021-03306-8
The United States of America Nationally Determined Contribution (2021) Reducing Greenhouse Gases in the United States: A 2030 Emissions Target
Thom D, Rammer W, Garstenauer R, Seidl R (2018) Legacies of past land use have a stronger effect on forest carbon exchange than future climate change in a temperate forest landscape. Biogeosciences 15:5699–5713. https://doi.org/10.5194/bg-15-5699-2018
Thomas RQ, Brooks EB, Jersild AL et al (2017) Leveraging 35 years of <i>Pinus taeda</i> research in the southeastern US to constrain forest carbon cycle predictions: regional data assimilation using ecosystem experiments. Biogeosciences 14:3525–3547. https://doi.org/10.5194/bg-14-3525-2017
Todd-Brown KEO, Randerson JT, Hopkins F et al (2014) Changes in soil organic carbon storage predicted by Earth system models during the 21st century. Biogeosciences 11:2341–2356. https://doi.org/10.5194/bg-11-2341-2014
Trauernicht C, Brook BW, Murphy BP et al (2015) Local and global pyrogeographic evidence that indigenous fire management creates pyrodiversity. Ecol Evol 5:1908–1918. https://doi.org/10.1002/ece3.1494
Turner MG, Gardner RH, O’Neill RV (2001) Landscape Ecology in Theory and Practice: Pattern and Process, 1st edn. Springer, New York
U.S. Environmental Protection Agency (US EPA) (2021) Inventory of U.S. greenhouse gas emissions and sinks: 1990–2019 . Washington, DC
U.S. Environmental Protection Agency (US EPA) (2019) Inventory of U.S. Greenhouse Gas Emissions and Sinks: 1990-2017. Washington, D.C.
United Nations Framework Convention on Climate Change (UNFCCC) (2015a) Paris Agreement. Bonn, Germany
United Nations Framework Convention on Climate Change (UNFCCC) (2015b) Decision 17/CP.21. https://unfccc.int/documents/9099, Bonn, Germany
United Nations Framework Convention on Climate Change (UNFCCC) (2011) Decision 12/CP.17. Durban, South Africa
Veldman JW, Overbeck GE, Negreiros D, et al (2015) Tyranny of trees in grassy biomes. Science (80- ) 347:484–485. doi: https://doi.org/10.1126/science.347.6221.484-c
Verra (2021) Verified Carbon Standard. https://verra.org/project/vcs-program/. Accessed 23 Aug 2021
Voigt C, Ferreira F (2015) The Warsaw Framework for REDD: Implications for national implementation and access to results-based finance. Carbon Clim Law Rev 2:113–129
Volney WJA, Fleming RA (2000) Climate change and impacts of boreal forest insects. Agric Ecosyst Environ 82:283–294. https://doi.org/10.1016/S0167-8809(00)00232-2
Walker AP, De Kauwe MG, Bastos A et al (2020) Integrating the evidence for a terrestrial carbon sink caused by increasing atmospheric CO 2. New Phytol 229:2413–2445. https://doi.org/10.1111/nph.16866
Walker RB, Coop JD, Parks SA, Trader L (2018) Fire regimes approaching historic norms reduce wildfire-facilitated conversion from forest to non-forest. Ecosphere:9. https://doi.org/10.1002/ecs2.2182
Wall D, Masayesva V (2004) People of the corn: Teachings in Hopi traditional agriculture, spirituality, and sustainability. Am Indian Q 28:435–453. https://doi.org/10.1353/aiq.2004.0109
Walters C (1986) Adaptive Management of Renewable Resources. Macmillan Publishing Company, New York
Wang JA, Baccini A, Farina M et al (2021) Disturbance suppresses the aboveground carbon sink in North American boreal forests. Nat Clim Chang 11:435–441. https://doi.org/10.1038/s41558-021-01027-4
Wang Q, Zhao X, Chen L et al (2019) Global synthesis of temperature sensitivity of soil organic carbon decomposition: Latitudinal patterns and mechanisms. Funct Ecol 33:514–523. https://doi.org/10.1111/1365-2435.13256
Waterworth RM, Richards GP (2008) Implementing Australian forest management practices into a full carbon accounting model. For Ecol Manage 255:2434–2443. https://doi.org/10.1016/j.foreco.2008.01.004
Weiskittel AR, Hann DW, Kershaw JA, Vanclay JK (2011) Forest Growth and Yield Modeling, 1st edn. John Wiley & Sons, Incorporated, New York
West TO, Post WM (2002) Soil organic carbon sequestration rates by tillage and crop rotation. Soil Sci Soc Am J 66:1930–1946. https://doi.org/10.2136/sssaj2002.1930
Westerling AL (2016) Increasing western US forest wildfire activity: sensitivity to changes in the timing of spring. Philos Trans R Soc B Biol Sci 371:1–10. https://doi.org/10.1098/rstb.2015.0178
Wiesmeier M, Urbanski L, Hobley E et al (2019) Soil organic carbon storage as a key function of soils - A review of drivers and indicators at various scales. Geoderma 333:149–162
Williams PA, Allen CD, Macalady AK et al (2013) Temperature as a potent driver of regional forest drought stress and tree mortality. Nat Clim Chang 3:292–297. https://doi.org/10.1038/nclimate1693
Windmuller-Campione MA, DeRose J, Long JN (2021) Landscape-scale drivers of resistance and resilience to bark beetles: A conceptual susceptibility model. Forests 12:1–18. https://doi.org/10.3390/f12060798
Woodhouse CA, Pederson GT (2018) Investigating runoff efficiency in Upper Colorado River streamflow over past centuries. Water Resour Res 54:286–300. https://doi.org/10.1002/2017WR021663
Wu D, Piao S, Liu Y et al (2018) Evaluation of CMIP5 Earth System Models for the spatial patterns of biomass and soil carbon turnover times and their linkage with climate. J Clim 31:5947–5960. https://doi.org/10.1175/JCLI-D-17-0380.1
Xu C, McDowell NG, Fisher RA et al (2019) Increasing impacts of extreme droughts on vegetation productivity under climate change. Nat Clim Chang 9:948–953. https://doi.org/10.1038/s41558-019-0630-6
Yanai R, Wayson C, Lee D et al (2020) Improving uncertainty in forest carbon accounting for REDD+ mitigation efforts. Environ Res Lett. https://doi.org/10.1088/1748-9326/abb96f
Yang J, Gong P, Fu R et al (2013) The role of satellite remote sensing in climate change studies. Nat Clim Chang 3:875–883. https://doi.org/10.1038/nclimate1908
Zald HSJ, Spies TA, Harmon ME, Twery MJ (2016) Forest carbon calculators: A review for managers, policymakers and educators. J. For. 114:134–143
Zhang X, Guan D, Li W et al (2018) The effects of forest thinning on soil carbon stocks and dynamics: A meta-analysis. For Ecol Manage 429:36–43. https://doi.org/10.1016/j.foreco.2018.06.027
Zhao B, Zhuang Q, Shurpali N et al (2021) North American boreal forests are a large carbon source due to wildfires from 1986 to 2016. Sci Rep 11:1–14. https://doi.org/10.1038/s41598-021-87343-3
Acknowledgements
We thank John D. Shaw, R. Justin DeRose and the Utah State University tree-ring lab for contributing processed tree-ring data as well as the USDA Forest Service for inventory data. Further, we thank John D. Shaw and Mark Castle for contributing expertise and advice in forest modeling with the Forest Vegetation Simulator. We acknowledge the World Climate Research Programme’s Working Group on Coupled Modelling, which is responsible for CMIP, and thank the climate modeling groups (listed in Supplemental Table 1) for producing and making available their model output. For CMIP the U.S. Department of Energy’s Program for Climate Model Diagnosis and Intercomparison provides coordinating support and led development of software infrastructure in partnership with the Global Organization for Earth System Science Portals.
Funding
This research was supported [in part] by the U.S. Department of Agriculture, Forest Service, and is therefore public domain. The findings and conclusions in this manuscript are those of the authors and should not be construed to represent any official USDA or U.S. Government determination or policy. RF was supported by the European Union's Horizon 2020 research and innovation programme (project 4C, Climate-Carbon Interactions in the Coming Century [grant no. 821003]). DJPM acknowledges support from NASA Terrestrial Ecosystems Grant 80NSSC19M0103. RJD was supported by the Utah Agricultural Experiment Station, Utah State University, and approved as journal paper number 9515. MEKE and KAH were supported by the National Science Foundation under award DEB-1802893.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Competing interests
The authors have no conflicts of interest to declare that are relevant to the content of this article.
Additional information
Responsible Editor: Lucas Silva.
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
ESM 1
(PDF 485 kb)
Rights and permissions
About this article
Cite this article
Giebink, C.L., Domke, G.M., Fisher, R.A. et al. The policy and ecology of forest-based climate mitigation: challenges, needs, and opportunities. Plant Soil 479, 25–52 (2022). https://doi.org/10.1007/s11104-022-05315-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11104-022-05315-6