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Colón Carrión N, Troche CL, Arnold AE. Communities of endophytic fungi in a Puerto Rican rainforest vary along a gradient of disturbance due to Hurricane Maria. Ecol Evol 2022; 12:e9618. [PMID: 36532133 PMCID: PMC9750846 DOI: 10.1002/ece3.9618] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 09/18/2022] [Accepted: 11/17/2022] [Indexed: 12/23/2022] Open
Abstract
Increases in the frequency and intensity of hurricanes influence the structure, function, and resilience of Caribbean forests. Trees in such forests harbor diverse fungal endophytes within leaves and roots. Fungal endophytes often are important for plant health and stress responses, but how their communities are impacted by hurricanes is not well known. We measured forest disturbance in Carite State Forest in Puerto Rico ca. 16 months after the passage of Hurricane Maria, a Category 4 storm. In three sites, each comprising three plots representing a local gradient of hurricane disturbance, we evaluated soil chemistry and used culture-free analyses to measure richness, phylogenetic diversity, and composition of endophyte communities in leaves and roots. We found that endophyte richness did not vary significantly among plant families or as a function of soil chemistry. Instead, leaf endophytes peaked in richness and decreased in phylogenetic diversity at intermediate levels of disturbance. Root endophytes did not show such variation, but both leaf- and root endophyte communities differed in species composition as a function of disturbance across the forest. Locations with less disturbance typically hosted distinctive assemblages of foliar endophytes, whereas more disturbed locations had more regionally homogeneous endophyte communities. Together, our results show that changes in endophyte richness and phylogenetic diversity can be detected in aboveground tissues more than a year after major storms. In turn, pervasive shifts in endophyte community composition both aboveground and belowground suggest a subtle and lasting effect of hurricanes that merits further study, potentially contributing to the promotion of spatially heterogeneous endophyte assemblages at a landscape scale in these diverse island forests.
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Affiliation(s)
| | | | - A. Elizabeth Arnold
- School of Plant SciencesUniversity of ArizonaTucsonArizonaUSA
- Department of Ecology and Evolutionary BiologyUniversity of ArizonaTucsonArizonaUSA
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2
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Huang C, Liu H, Hu K, Chung C, Wang J. Variation of seasonal litterfall in subtropical montane cloud forests to typhoon severity and environmental factors. Biotropica 2022. [DOI: 10.1111/btp.13166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Cho‐ying Huang
- Department of Geography National Taiwan University Taipei Taiwan
- Research Center for Future Earth National Taiwan University Taipei Taiwan
| | - Hung‐Chi Liu
- Department of Geography National Taiwan University Taipei Taiwan
- School of Geographical Sciences and Urban Planning Arizona State University Tempe Arizona USA
| | - Kai‐Ting Hu
- Earth & Environment Boston University Boston Massachusetts USA
| | - Chih‐Hsin Chung
- Department of Forestry and Natural Resources National Ilan University Ilan Taiwan
| | - Jonathan Wang
- Department of Geography National Taiwan University Taipei Taiwan
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3
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Pandey M, Schowalter TD. Canopy arthropod responses to repeated canopy opening in a wet tropical forest. Ecosphere 2022. [DOI: 10.1002/ecs2.4177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Affiliation(s)
- Manoj Pandey
- Department of Entomology Louisiana State University Baton Rouge Louisiana USA
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4
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Acevedo MA, Clark D, Fankhauser C, Toohey JM. No evidence of predicted phenotypic changes after hurricane disturbance in a shade-specialist Caribbean anole. Biol Lett 2022; 18:20220152. [PMID: 35920030 DOI: 10.1098/rsbl.2022.0152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Extreme climatic events (ECEs) such as hurricanes have been hypothesized to be a major driving force of natural selection. Recent studies argue that, following strong hurricane disturbance, Anolis lizards in the Caribbean undergo selection for traits such as longer forelimbs or smaller body sizes that improve their clinging ability to their substrates increasing their chances of surviving hurricane wind gusts. Some authors challenge the generalization of this hypothesis arguing that other mechanisms may explain these phenotypic changes or that they may not necessarily be generalizable across systems. To address this issue, we compared body size and relative forelimb length of Anolis gundlachi, a trunk-ground anole living in closed-canopy forests in Puerto Rico, before, four months after, and 15 months after Hurricanes Irma and Maria in 2017. Overall, our results show no clear evidence of a temporal decrease in body size or increase forelimb length (relative to body size) challenging the generalizability of the clinging ability hypothesis. Understanding how animals adapt to ECE is an emerging field. Still, we are quickly learning that this process is complex and nuanced.
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Affiliation(s)
- Miguel A Acevedo
- Department of Wildlife Ecology and Conservation, University of Florida, Gainesville, FL 32611-7011, USA
| | - David Clark
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Carly Fankhauser
- Department of Wildlife Ecology and Conservation, University of Florida, Gainesville, FL 32611-7011, USA
| | - John Michael Toohey
- Department of Wildlife Ecology and Conservation, University of Florida, Gainesville, FL 32611-7011, USA
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5
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Olivero-Lora S, Rojas-Sandoval J, Meléndez-Ackerman EJ, Orengo-Rolón JL. Hurricane driven changes in vegetation structure and ecosystem services in tropical urban yards: a study case in San Juan, Puerto Rico. Urban Ecosyst 2022. [DOI: 10.1007/s11252-022-01236-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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6
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Lodge DJ, Van Beusekom AE, González G, Sánchez‐Julia M, Stankavich S. Disturbance reduces fungal white‐rot litter mat cover in a wet subtropical forest. Ecosphere 2022. [DOI: 10.1002/ecs2.3936] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Affiliation(s)
- D. Jean Lodge
- Northern Research Station USDA Forest Service Luquillo Puerto Rico
| | - Ashley E. Van Beusekom
- International Institute of Tropical Forestry USDA Forest Service Río Piedras Puerto Rico
| | - Grizelle González
- International Institute of Tropical Forestry USDA Forest Service Río Piedras Puerto Rico
| | - Mareli Sánchez‐Julia
- Departments of Environmental Studies and Biology Wofford College Spartanburg South Carolina USA
| | - Sarah Stankavich
- Institute of Tropical Ecosystem Studies, University of Puerto Rico—Río Piedras San Juan Puerto Rico USA
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7
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Yaffar D, Wood TE, Reed SC, Branoff BL, Cavaleri MA, Norby RJ. Experimental warming and its legacy effects on root dynamics following two hurricane disturbances in a wet tropical forest. GLOBAL CHANGE BIOLOGY 2021; 27:6423-6435. [PMID: 34469626 PMCID: PMC9293463 DOI: 10.1111/gcb.15870] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Accepted: 08/02/2021] [Indexed: 06/01/2023]
Abstract
Tropical forests are expected to experience unprecedented warming and increases in hurricane disturbances in the coming decades; yet, our understanding of how these productive systems, especially their belowground component, will respond to the combined effects of varied environmental changes remains empirically limited. Here we evaluated the responses of root dynamics (production, mortality, and biomass) to soil and understory warming (+4°C) and after two consecutive tropical hurricanes in our in situ warming experiment in a tropical forest of Puerto Rico: Tropical Responses to Altered Climate Experiment (TRACE). We collected minirhizotron images from three warmed plots and three control plots of 12 m2 . Following Hurricanes Irma and María in September 2017, the infrared heater warming treatment was suspended for repairs, which allowed us to explore potential legacy effects of prior warming on forest recovery. We found that warming significantly reduced root production and root biomass over time. Following hurricane disturbance, both root biomass and production increased substantially across all plots; the root biomass increased 2.8-fold in controls but only 1.6-fold in previously warmed plots. This pattern held true for both herbaceous and woody roots, suggesting that the consistent antecedent warming conditions reduced root capacity to recover following hurricane disturbance. Root production and mortality were both related to soil ammonium nitrogen and microbial biomass nitrogen before and after the hurricanes. This experiment has provided an unprecedented look at the complex interactive effects of disturbance and climate change on the root component of a tropical forested ecosystem. A decrease in root production in a warmer world and slower root recovery after a major hurricane disturbance, as observed here, are likely to have longer-term consequences for tropical forest responses to future global change.
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Affiliation(s)
- Daniela Yaffar
- Ecology and Evolutionary BiologyUniversity of TennesseeKnoxvilleTennesseeUSA
- Environmental Sciences Division and Climate Change Science InstituteOak Ridge National LaboratoryOak RidgeTennesseeUSA
| | - Tana E. Wood
- USDA Forest Service International Institute of Tropical ForestryRío PiedrasPuerto Rico
| | - Sasha C. Reed
- Southwest Biological Science CenterU.S. Geological SurveyMoabUtahUSA
| | - Benjamin L. Branoff
- Gulf Ecosystem Measurement and Modeling DivisionEnvironment Protection AgencyGulf BreezeFloridaUSA
| | - Molly A. Cavaleri
- College of Forest Resources and Environmental ScienceMichigan Technological UniversityHoughtonMichiganUSA
| | - Richard J. Norby
- Ecology and Evolutionary BiologyUniversity of TennesseeKnoxvilleTennesseeUSA
- Environmental Sciences Division and Climate Change Science InstituteOak Ridge National LaboratoryOak RidgeTennesseeUSA
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Leitold V, Morton DC, Martinuzzi S, Paynter I, Uriarte M, Keller M, Ferraz A, Cook BD, Corp LA, González G. Tracking the Rates and Mechanisms of Canopy Damage and Recovery Following Hurricane Maria Using Multitemporal Lidar Data. Ecosystems 2021. [DOI: 10.1007/s10021-021-00688-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Zinnert JC, Nippert JB, Rudgers JA, Pennings SC, González G, Alber M, Baer SG, Blair JM, Burd A, Collins SL, Craft C, Di Iorio D, Dodds WK, Groffman PM, Herbert E, Hladik C, Li F, Litvak ME, Newsome S, O’Donnell J, Pockman WT, Schalles J, Young DR. State changes: insights from the U.S. Long Term Ecological Research Network. Ecosphere 2021. [DOI: 10.1002/ecs2.3433] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Affiliation(s)
- Julie C. Zinnert
- Department of Biology Virginia Commonwealth University 1000 West Cary Street Richmond Virginia23284USA
| | - Jesse B. Nippert
- Division of Biology Kansas State University Manhattan Kansas66506USA
| | - Jennifer A. Rudgers
- Department of Biology University of New Mexico Albuquerque New Mexico87131USA
| | - Steven C. Pennings
- Department of Biology and Biochemistry University of Houston Houston Texas77204USA
| | - Grizelle González
- International Institute of Tropical Forestry United States Department of Agriculture, Forest Service Jardín Botánico Sur, 1201 Ceiba St.‐Río Piedras San Juan00926Puerto Rico
| | - Merryl Alber
- Department of Marine Sciences University of Georgia Athens Georgia30602USA
| | - Sara G. Baer
- Kansas Biological Survey and Department of Ecology and Evolutionary Biology University of Kansas Lawrence Kansas66047USA
| | - John M. Blair
- Division of Biology Kansas State University Manhattan Kansas66506USA
| | - Adrian Burd
- Department of Marine Sciences University of Georgia Athens Georgia30602USA
| | - Scott L. Collins
- Department of Biology University of New Mexico Albuquerque New Mexico87131USA
| | - Christopher Craft
- School of Public and Environmental Affairs Indiana University Bloomington Indiana47405USA
| | - Daniela Di Iorio
- Department of Marine Sciences University of Georgia Athens Georgia30602USA
| | - Walter K. Dodds
- Division of Biology Kansas State University Manhattan Kansas66506USA
| | - Peter M. Groffman
- City University of New York Advanced Science Research Center at the Graduate Center New York New York10031USA
- Cary Institute of Ecosystem Studies Millbrook New York12545USA
| | | | - Christine Hladik
- Department of Geology and Geography Georgia Southern University Statesboro Georgia30460USA
| | - Fan Li
- Department of Biology and Biochemistry University of Houston Houston Texas77204USA
| | - Marcy E. Litvak
- Department of Biology University of New Mexico Albuquerque New Mexico87131USA
| | - Seth Newsome
- Department of Biology University of New Mexico Albuquerque New Mexico87131USA
| | - John O’Donnell
- Department of Biology Creighton University Omaha Nebraska68178USA
| | - William T. Pockman
- Department of Biology University of New Mexico Albuquerque New Mexico87131USA
| | - John Schalles
- Department of Biology Creighton University Omaha Nebraska68178USA
| | - Donald R. Young
- Department of Biology Virginia Commonwealth University 1000 West Cary Street Richmond Virginia23284USA
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Scholl MA, Bassiouni M, Torres-Sánchez AJ. Drought stress and hurricane defoliation influence mountain clouds and moisture recycling in a tropical forest. Proc Natl Acad Sci U S A 2021; 118:e2021646118. [PMID: 33563756 PMCID: PMC7896295 DOI: 10.1073/pnas.2021646118] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Mountain ranges generate clouds, precipitation, and perennial streamflow for water supplies, but the role of forest cover in mountain hydrometeorology and cloud formation is not well understood. In the Luquillo Experimental Forest of Puerto Rico, mountains are immersed in clouds nightly, providing a steady precipitation source to support the tropical forest ecosystems and human uses. A severe drought in 2015 and the removal of forest canopy (defoliation) by Hurricane Maria in 2017 created natural experiments to examine interactions between the living forest and hydroclimatic processes. These unprecedented land-based observations over 4.5 y revealed that the orographic cloud system was highly responsive to local land-surface moisture and energy balances moderated by the forest. Cloud layer thickness and immersion frequency on the mountain slope correlated with antecedent rainfall, linking recycled terrestrial moisture to the formation of mountain clouds; and cloud-base altitude rose during drought stress and posthurricane defoliation. Changes in diurnal cycles of temperature and vapor-pressure deficit and an increase in sensible versus latent heat flux quantified local meteorological response to forest disturbances. Temperature and water vapor anomalies along the mountain slope persisted for at least 12 mo posthurricane, showing that understory recovery did not replace intact forest canopy function. In many similar settings around the world, prolonged drought, increasing temperatures, and deforestation could affect orographic cloud precipitation and the humans and ecosystems that depend on it.
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Affiliation(s)
| | - Maoya Bassiouni
- Department of Crop Production Ecology, Swedish University of Agricultural Sciences, 750 07 Uppsala, Sweden
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11
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Casey JA, Fukurai M, Hernández D, Balsari S, Kiang MV. Power Outages and Community Health: a Narrative Review. Curr Environ Health Rep 2020; 7:371-383. [PMID: 33179170 PMCID: PMC7749027 DOI: 10.1007/s40572-020-00295-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/21/2020] [Indexed: 12/31/2022]
Abstract
PURPOSE OF REVIEW Power outages, a common and underappreciated consequence of natural disasters, are increasing in number and severity due to climate change and aging electricity grids. This narrative review synthesizes the literature on power outages and health in communities. RECENT FINDINGS We searched Google Scholar and PubMed for English language studies with titles or abstracts containing "power outage" or "blackout." We limited papers to those that explicitly mentioned power outages or blackouts as the exposure of interest for health outcomes among individuals living in the community. We also used the reference list of these studies to identify additional studies. The final sample included 50 articles published between 2004 and 2020, with 17 (34%) appearing between 2016 and 2020. Exposure assessment remains basic and inconsistent, with 43 (86%) of studies evaluating single, large-scale power outages. Few studies used spatial and temporal control groups to assess changes in health outcomes attributable to power outages. Recent research linked data from electricity providers on power outages in space and time and included factors such as number of customers affected and duration to estimate exposure. The existing literature suggests that power outages have important health consequences ranging from carbon monoxide poisoning, temperature-related illness, gastrointestinal illness, and mortality to all-cause, cardiovascular, respiratory, and renal disease hospitalizations, especially for individuals relying on electricity-dependent medical equipment. Nonetheless the studies are limited, and more work is needed to better define and capture the relevant exposures and outcomes. Studies should consider modifying factors such as socioeconomic and other vulnerabilities as well as how community resiliency can minimize the adverse impacts of widespread major power outages.
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Affiliation(s)
- Joan A Casey
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY, USA.
| | - Mihoka Fukurai
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, USA
| | - Diana Hernández
- Department of Sociomedical Sciences, Columbia University Mailman School of Public Health, New York, NY, USA
| | - Satchit Balsari
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA, USA
- FXB Center for Health and Human Rights, Harvard TH Chan School of Public Health, Boston, MA, USA
| | - Mathew V Kiang
- FXB Center for Health and Human Rights, Harvard TH Chan School of Public Health, Boston, MA, USA
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
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12
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Hall J, Muscarella R, Quebbeman A, Arellano G, Thompson J, Zimmerman JK, Uriarte M. Hurricane-Induced Rainfall is a Stronger Predictor of Tropical Forest Damage in Puerto Rico Than Maximum Wind Speeds. Sci Rep 2020; 10:4318. [PMID: 32152355 PMCID: PMC7062726 DOI: 10.1038/s41598-020-61164-2] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Accepted: 02/19/2020] [Indexed: 11/16/2022] Open
Abstract
Projected increases in cyclonic storm intensity under a warming climate will have profound effects on forests, potentially changing these ecosystems from carbon sinks to sources. Forecasting storm impacts on these ecosystems requires consideration of risk factors associated with storm meteorology, landscape structure, and forest attributes. Here we evaluate risk factors associated with damage severity caused by Hurricanes María and Irma across Puerto Rican forests. Using field and remote sensing data, total forest aboveground biomass (AGB) lost to the storms was estimated at 10.44 (±2.33) Tg, ca. 23% of island-wide pre-hurricane forest AGB. Storm-related rainfall was a stronger predictor of forest damage than maximum wind speeds. Soil water storage capacity was also an important risk factor, corroborating the influence of rainfall on forest damage. Expected increases of 20% in hurricane-associated rainfall in the North Atlantic highlight the need to consider how such shifts, together with high speed winds, will affect terrestrial ecosystems.
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Affiliation(s)
- Jazlynn Hall
- Department of Ecology, Evolution and Environmental Biology, Columbia University, New York, NY, USA.
| | - Robert Muscarella
- Department of Plant Ecology and Evolution, Uppsala University, Uppsala, Sweden
| | - Andrew Quebbeman
- Department of Ecology, Evolution and Environmental Biology, Columbia University, New York, NY, USA
| | - Gabriel Arellano
- Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, Michigan, USA.,ForestGEO, Smithsonian Tropical Research Institute, Washington DC, USA
| | - Jill Thompson
- Centre for Ecology & Hydrology, Bush Estate, Penicuik, Midlothian, EH26 0QB, UK
| | - Jess K Zimmerman
- Department of Environmental Sciences, Universidad de Puerto Rico, San Juan, Puerto Rico
| | - María Uriarte
- Department of Ecology, Evolution and Environmental Biology, Columbia University, New York, NY, USA
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Attitudes toward Residential Trees and Awareness of Tree Services and Disservices in a Tropical City. SUSTAINABILITY 2019. [DOI: 10.3390/su12010117] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Attitudes toward urban residential trees and awareness of their ecosystem services and disservices may play an important role in management decisions of private residential green spaces with important consequences to urban sustainability. In 2011, 397 household surveys were conducted in six locations of the Río Piedras Watershed (San Juan, Puerto Rico) to evaluate residents’ attitudes toward residential and neighborhood trees and their association with household socio-demographic factors, how awareness of services and disservices relate to the spatial proximity of trees (home versus neighborhood), and whether attitudes are associated with yard management (tree abundance). Most residents self-reported positive attitudes toward trees in general and these appeared to be more frequent than self-reported negative attitudes. Respondents recognized more tree services (emphasizing shade, lower temperature, food, and ornamental/aesthetics) and fewer disservices (emphasizing maintenance hardship, property damage, and power line obstruction). Not all tree services and disservices were equally recognized, and differences in the spatial context of trees and residents may contribute to the variation in residents’ awareness of tree ecosystem services or disservices. Variation in positive attitudes partially explained the current variation in yard tree abundance, along with residents’ age, housing tenure, yard size, and watershed location. Results have direct implications for urban forest planning and management in residential contexts.
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Short-term effects of hurricanes Maria and Irma on forest birds of Puerto Rico. PLoS One 2019; 14:e0214432. [PMID: 31185024 PMCID: PMC6559628 DOI: 10.1371/journal.pone.0214432] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Accepted: 05/29/2019] [Indexed: 12/04/2022] Open
Abstract
We compared occupancy in local assemblages of birds in forested areas across Puerto Rico during a winter before (2015) and shortly after (2018) the passage of hurricanes Irma and Maria. Using dynamic community models analyzed within a Bayesian framework, we found significant changes in detectability, with some species becoming more readily detected after the storms and others becoming more difficult to detect during surveys. Changes in occupancy were equally mixed. Five species–mostly granivores and omnivores, but also Black-whiskered Vireo (Vireo altiloquus), a migratory insectivore–occupied more sites in 2018 than in 2015. Twelve species were less common after the hurricanes, including all of the obligate frugivores. Declines in site-occupancy rates were not only more common than increases, but tended to be of greater magnitude. Our results support the general conclusions that bird species respond largely independently to changes in forest structure caused by hurricanes, but that some dietary guilds, notably frugivores, are more sensitive and more likely to show changes in abundance or occupancy following strong storms.
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