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Farruggia MJ, Brahney J, Tanentzap AJ, Brentrup JA, Brighenti LS, Chandra S, Cortés A, Fernandez RL, Fischer JM, Forrest AL, Jin Y, Larrieu K, McCullough IM, Oleksy IA, Pilla RM, Rusak JA, Scordo F, Smits AP, Symons CC, Tang M, Woodman SG, Sadro S. Wildfire smoke impacts lake ecosystems. GLOBAL CHANGE BIOLOGY 2024; 30:e17367. [PMID: 38840430 DOI: 10.1111/gcb.17367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 03/29/2024] [Accepted: 05/10/2024] [Indexed: 06/07/2024]
Abstract
Wildfire activity is increasing globally. The resulting smoke plumes can travel hundreds to thousands of kilometers, reflecting or scattering sunlight and depositing particles within ecosystems. Several key physical, chemical, and biological processes in lakes are controlled by factors affected by smoke. The spatial and temporal scales of lake exposure to smoke are extensive and under-recognized. We introduce the concept of the lake smoke-day, or the number of days any given lake is exposed to smoke in any given fire season, and quantify the total lake smoke-day exposure in North America from 2019 to 2021. Because smoke can be transported at continental to intercontinental scales, even regions that may not typically experience direct burning of landscapes by wildfire are at risk of smoke exposure. We found that 99.3% of North America was covered by smoke, affecting a total of 1,333,687 lakes ≥10 ha. An incredible 98.9% of lakes experienced at least 10 smoke-days a year, with 89.6% of lakes receiving over 30 lake smoke-days, and lakes in some regions experiencing up to 4 months of cumulative smoke-days. Herein we review the mechanisms through which smoke and ash can affect lakes by altering the amount and spectral composition of incoming solar radiation and depositing carbon, nutrients, or toxic compounds that could alter chemical conditions and impact biota. We develop a conceptual framework that synthesizes known and theoretical impacts of smoke on lakes to guide future research. Finally, we identify emerging research priorities that can help us better understand how lakes will be affected by smoke as wildfire activity increases due to climate change and other anthropogenic activities.
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Affiliation(s)
- Mary Jade Farruggia
- Department of Environmental Science and Policy, University of California Davis, Davis, California, USA
| | - Janice Brahney
- Department of Watershed Sciences and Ecology Center, Utah State University, Logan, Utah, USA
| | - Andrew J Tanentzap
- Ecosystems and Global Change Group, School of the Environment, Trent University, Peterborough, Ontario, Canada
- Ecosystems and Global Change Group, Department of Plant Sciences, University of Cambridge, Cambridge, UK
| | | | - Ludmila S Brighenti
- Universidade Do Estado de Minas Gerais (UEMG), Unidade Divinópolis, Divinópolis, Minas Gerais, Brazil
| | - Sudeep Chandra
- Department of Biology and Global Water Center, University of Nevada, Reno, Nevada, USA
| | - Alicia Cortés
- Department of Civil and Environmental Engineering, University of California Davis, Davis, California, USA
| | - Rocio L Fernandez
- National Scientific and Technical Research Council (CONICET), Buenos Aires, Argentina
| | - Janet M Fischer
- Department of Biology, Franklin and Marshall College, Lancaster, Pennsylvania, USA
| | - Alexander L Forrest
- Department of Civil and Environmental Engineering/Tahoe Environmental Research Center, University of California Davis, Davis, California, USA
| | - Yufang Jin
- Department of Land, Air and Water Resources, University of California Davis, Davis, California, USA
| | - Kenneth Larrieu
- Department of Civil and Environmental Engineering/Tahoe Environmental Research Center, University of California Davis, Davis, California, USA
| | - Ian M McCullough
- Department of Fisheries and Wildlife, Michigan State University, East Lansing, Michigan, USA
| | - Isabella A Oleksy
- Institute of Arctic and Alpine Research, University of Colorado Boulder, Boulder, Colorado, USA
| | - Rachel M Pilla
- Environmental Sciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - James A Rusak
- Department of Biology, Queen's University, Kingston, Ontario, Canada
| | - Facundo Scordo
- Instituto Argentino de Oceanografía, Universidad Nacional del Sur (UNS)-CONICET, Bahía Blanca, Buenos Aires, Argentina
- Departamento de Geografía y Turismo, Universidad Nacional del Sur, Bahía Blanca, Buenos Aires, Argentina
| | - Adrianne P Smits
- Department of Environmental Science and Policy, University of California Davis, Davis, California, USA
| | - Celia C Symons
- Department of Ecology and Evolutionary Biology, University of California Irvine, Irvine, California, USA
| | - Minmeng Tang
- School of Civil and Environmental Engineering, Cornell University, Ithaca, New York, USA
| | - Samuel G Woodman
- Ecosystems and Global Change Group, Department of Plant Sciences, University of Cambridge, Cambridge, UK
| | - Steven Sadro
- Department of Environmental Science and Policy, University of California Davis, Davis, California, USA
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Gianniny G, Stark JM, Abbott BW, Lee R, Brahney J. Soil temperature and moisture as key controls of phosphorus export in mountain watersheds. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 921:170958. [PMID: 38365042 DOI: 10.1016/j.scitotenv.2024.170958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 02/11/2024] [Accepted: 02/11/2024] [Indexed: 02/18/2024]
Abstract
Oligotrophic mountain lakes act as sensitive indicators of landscape-scale changes in mountain regions due to their low nutrient concentration and remote, relatively undisturbed watersheds. Recent research shows that phosphorus (P) concentrations are increasing in mountain lakes around the world, creating more mesotrophic states and altering lake ecosystem structure and function. The relative importance of atmospheric deposition and climate-driven changes to local biogeochemistry in driving these shifts is not well established. In this study, we test whether increasing temperatures in watershed soils may be contributing to the observed increases in mountain lake P loading. Specifically, we test whether higher soil temperatures increase P mobilization from mountain soils by accelerating the rate of geochemical weathering and soil organic matter decomposition. We used paired soil incubation (lab) and soil transplant (field) experiments with mountain soils from around the western United States to test the effects of warming on rain-leachable P concentration, soil P mobilization, and soil respiration. Our results show that while higher temperature can increase soil P mobilization, low soil moisture can limit the effects of warming in some situations. Soils with lower bulk densities, higher pH, lower aluminum oxide contents, and lower ratios of carbon to nitrogen had much higher rain-leachable P concentration across all sites and experimental treatments. Together, these results suggest that mountain watersheds with high-P soils and relatively high soil moisture could have the largest increases in P mobilization with warming. Consequently, lakes and streams in such watersheds could become especially susceptible to soil-driven eutrophication as temperatures rise.
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Affiliation(s)
- Gordon Gianniny
- Department of Watershed Sciences, Utah State University, Old Main Hill, Logan, UT 84322, United States of America.
| | - John M Stark
- Department of Biology, Utah State University, Old Main Hill, Logan, UT 84322, United States of America
| | - Benjamin W Abbott
- Department of Plant & Wildlife Sciences, Brigham Young University, Provo, UT, United States of America
| | - Raymond Lee
- Department of Plant & Wildlife Sciences, Brigham Young University, Provo, UT, United States of America
| | - Janice Brahney
- Department of Watershed Sciences, Utah State University, Old Main Hill, Logan, UT 84322, United States of America
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3
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Daniels J, Liang L, Benedict KB, Brahney J, Rangel R, Weathers KC, Ponette-González AG. Satellite-based aerosol optical depth estimates over the continental U.S. during the 2020 wildfire season: Roles of smoke and land cover. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 921:171122. [PMID: 38395165 DOI: 10.1016/j.scitotenv.2024.171122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 02/16/2024] [Accepted: 02/18/2024] [Indexed: 02/25/2024]
Abstract
Wildfires produce smoke that can affect an area >1000 times the burn extent, with far-reaching human health, ecologic, and economic impacts. Accurately estimating aerosol load within smoke plumes is therefore crucial for understanding and mitigating these impacts. We evaluated the effectiveness of the latest Collection 6.1 MODIS Multi-Angle Implementation of Atmospheric Correction (MAIAC) algorithm in estimating aerosol optical depth (AOD) across the U.S. during the historic 2020 wildfire season. We compared satellite-based MAIAC AOD to ground-based AERONET AOD measurements during no-, light-, medium-, and heavy-smoke conditions identified using the Hazard Mapping System Fire and Smoke Product. This smoke product consists of maximum extent smoke polygons digitized by analysts using visible band imagery and classified according to smoke density. We also examined the strength of the correlations between satellite- and ground-based AOD for major land cover types under various smoke density levels. MAIAC performed well in estimating AOD during smoke-affected conditions. Correlations between MAIAC and AERONET AOD were strong for medium- (r = 0.91) and heavy-smoke (r = 0.90) density, and MAIAC estimates of AOD showed little bias relative to ground-based AERONET measurements (normalized mean bias = 3 % for medium, 5 % for heavy smoke). During two high AOD, heavy smoke episodes, MAIAC underestimated ground-based AERONET AOD under mixed aerosol (i.e., smoke and dust; median bias = -0.08) and overestimated AOD under smoke-dominated (median bias = 0.02) aerosol. MAIAC most overestimated ground-based AERONET AOD over barren land (mean NMB = 48 %). Our findings indicate that MODIS MAIAC can provide robust estimates of AOD as smoke density increases in coming years. Increased frequency of mixed aerosol and expansion of developed land could affect the performance of the MAIAC algorithm in the future, however, with implications for evaluating wildfire-associated health and welfare effects and air quality standards.
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Affiliation(s)
- Jacob Daniels
- Department of Electrical Engineering, University of North Texas, 1155 Union Circle #305279, Denton, TX 76203, USA
| | - Lu Liang
- Department of Geography and the Environment, University of North Texas, 1155 Union Circle #305279, Denton, TX 76203, USA
| | - Katherine B Benedict
- Earth and Environmental Science Division, Los Alamos National Laboratory, P.O. Box 1663, Los Alamos, NM 87545, USA
| | - Janice Brahney
- Department of Watershed Sciences and Ecology Center, Utah State University, 5210 Old Main Hill, Logan, UT 84322, USA
| | - Roman Rangel
- Department of Geography and the Environment, University of North Texas, 1155 Union Circle #305279, Denton, TX 76203, USA
| | | | - Alexandra G Ponette-González
- Natural History Museum of Utah, University of Utah, 301 Wakara Way, Salt Lake City, UT 84108, USA; Department of City and Metropolitan Planning, University of Utah, 375 South 1530 East, Suite 220, Salt Lake City, UT 84112, USA.
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Rice RB, Boaggio K, Olson NE, Foley KM, Weaver CP, Sacks JD, McDow SR, Holder AL, LeDuc SD. Wildfires Increase Concentrations of Hazardous Air Pollutants in Downwind Communities. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2023; 57:21235-21248. [PMID: 38051783 PMCID: PMC10862657 DOI: 10.1021/acs.est.3c04153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/07/2023]
Abstract
Due in part to climate change, wildfire activity is increasing, with the potential for greater public health impact from smoke in downwind communities. Studies examining the health effects of wildfire smoke have focused primarily on fine particulate matter (PM2.5), but there is a need to better characterize other constituents, such as hazardous air pollutants (HAPs). HAPs are chemicals known or suspected to cause cancer or other serious health effects that are regulated by the United States (US) Environmental Protection Agency. Here, we analyzed concentrations of 21 HAPs in wildfire smoke from 2006 to 2020 at 309 monitors across the western US. Additionally, we examined HAP concentrations measured in a major population center (San Jose, CA) affected by multiple fires from 2017 to 2020. We found that concentrations of select HAPs, namely acetaldehyde, acrolein, chloroform, formaldehyde, manganese, and tetrachloroethylene, were all significantly elevated on smoke-impacted versus nonsmoke days (P < 0.05). The largest median increase on smoke-impacted days was observed for formaldehyde, 1.3 μg/m3 (43%) higher than that on nonsmoke days. Acetaldehyde increased 0.73 μg/m3 (36%), and acrolein increased 0.14 μg/m3 (34%). By better characterizing these chemicals in wildfire smoke, we anticipate that this research will aid efforts to reduce exposures in downwind communities.
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Affiliation(s)
- R Byron Rice
- US EPA, Office of Research and Development, Durham, North Carolina 27709, United States
| | - Katie Boaggio
- US EPA, Office of Air and Radiation, Durham, North Carolina 27709, United States
| | - Nicole E Olson
- US EPA, Office of Research and Development, Durham, North Carolina 27709, United States
| | - Kristen M Foley
- US EPA, Office of Research and Development, Durham, North Carolina 27709, United States
| | - Christopher P Weaver
- US EPA, Office of Research and Development, Durham, North Carolina 27709, United States
| | - Jason D Sacks
- US EPA, Office of Research and Development, Durham, North Carolina 27709, United States
| | - Stephen R McDow
- US EPA, Office of Research and Development, Durham, North Carolina 27709, United States
| | - Amara L Holder
- US EPA, Office of Research and Development, Durham, North Carolina 27709, United States
| | - Stephen D LeDuc
- US EPA, Office of Research and Development, Durham, North Carolina 27709, United States
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Paul MJ, LeDuc SD, Boaggio K, Herrick JD, Kaylor SD, Lassiter MG, Nolte CG, Rice RB. Effects of Air Pollutants from Wildfires on Downwind Ecosystems: Observations, Knowledge Gaps, and Questions for Assessing Risk. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2023; 57:14787-14796. [PMID: 37769297 PMCID: PMC11345788 DOI: 10.1021/acs.est.2c09061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/30/2023]
Abstract
Wildfires have increased in frequency and area burned, trends expected to continue with climate change. Among other effects, fires release pollutants into the atmosphere, representing a risk to human health and downwind terrestrial and aquatic ecosystems. While human health risks are well studied, the ecological impacts to downwind ecosystems are not, and this gap may present a constraint on developing an adequate assessment of the ecological risks associated with downwind wildfire exposure. Here, we first screened the scientific literature to assess general knowledge about pathways and end points of a conceptual model linking wildfire generated pollutants and other materials to downwind ecosystems. We found a substantial body of literature on the composition of wildfire derived pollution and materials in the atmosphere and subsequent transport, yet little observational or experimental work on their effects on downwind ecological end points. This dearth of information raises many questions related to adequately assessing the ecological risk of downwind exposure, especially given increasing wildfire trends. To guide future research, we pose eight questions within the well-established US EPA ecological risk assessment paradigm that if answered would greatly improve ecological risk assessment and, ultimately, management strategies needed to reduce potential wildfire impacts.
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Affiliation(s)
- Michael J. Paul
- Tetra Tech Inc., PO Box 14409, Durham, NC 27709 USA
- Current address: United States Environmental Protection Agency, Office of Water, 1301 Constitution Ave NW, Washington DC 20460 USA
| | - Stephen D. LeDuc
- United States Environmental Protection Agency, Office of Research and Development, 109 T.W. Alexander Drive, Research Triangle Park, NC 27711 USA
| | - Katie Boaggio
- United States Environmental Protection Agency, Office of Research and Development, 109 T.W. Alexander Drive, Research Triangle Park, NC 27711 USA
| | - Jeffrey D. Herrick
- United States Environmental Protection Agency, Office of Research and Development, 109 T.W. Alexander Drive, Research Triangle Park, NC 27711 USA
| | - S. Douglas Kaylor
- United States Environmental Protection Agency, Office of Research and Development, 109 T.W. Alexander Drive, Research Triangle Park, NC 27711 USA
| | - Meredith G. Lassiter
- United States Environmental Protection Agency, Office of Research and Development, 109 T.W. Alexander Drive, Research Triangle Park, NC 27711 USA
| | - Christopher G. Nolte
- United States Environmental Protection Agency, Office of Research and Development, 109 T.W. Alexander Drive, Research Triangle Park, NC 27711 USA
| | - R. Byron Rice
- United States Environmental Protection Agency, Office of Research and Development, 109 T.W. Alexander Drive, Research Triangle Park, NC 27711 USA
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