Margaux Joe, Adrienne Cocci, Chioma Ihekweazu, Olorunfemi Adetona, Anna Adetona, Tanya Maslak, Luke P. Naeher
{"title":"Limited availability of health risk communication related to community smoke exposure from prescribed burns in the United States: a review","authors":"Margaux Joe, Adrienne Cocci, Chioma Ihekweazu, Olorunfemi Adetona, Anna Adetona, Tanya Maslak, Luke P. Naeher","doi":"10.1071/wf23158","DOIUrl":"https://doi.org/10.1071/wf23158","url":null,"abstract":"<p>Prescribed burns are used to maintain wildland ecosystems and decrease fuel loads and associated wildfire hazard. Prescribed burns may produce enough smoke to cause adverse health outcomes. The aim of this review is to understand what communication materials exist for disseminating health risk information related to prescribed burn smoke and challenges to developing such communication. We examined United States peer-reviewed literature from PubMed, Scopus, and Web of Science databases and conducted an environmental scan of grey literature including materials from federal, and several US state and local governments, organisations, and newspapers. While 63% of the included peer-reviewed literature focuses on wildfire health risk communication, the review suggests similar methods and messages can be adapted for prescribed burns. The environmental scan review indicates effective strategies use several communication modes, and reliable and timely messaging. There are state regulations for prescribed burn notification, but these do not require communication or education of health risks associated with smoke exposure. Smoke management guidelines often contain information about prescribed burn health risks, but these do not discuss health risk education. Opportunities to expand effective health risk communication include improving inconsistent messaging and inter-agency collaborations, and increasing public interactions, especially with vulnerable populations.</p>","PeriodicalId":14464,"journal":{"name":"International Journal of Wildland Fire","volume":"74 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142190363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
David R. Weise, Thomas H. Fletcher, Timothy J. Johnson, Wei Min Hao, Mark Dietenberger, Marko Princevac, Bret W. Butler, Sara S. McAllister, Joseph J. O’Brien, E. Louise Loudermilk, Roger D. Ottmar, Andrew T. Hudak, Akira Kato, Babak Shotorban, Shankar Mahalingam, Tanya L. Myers, Javier Palarea-Albaladejo, Stephen P. Baker
{"title":"Comparing gas composition from fast pyrolysis of live foliage measured in bench-scale and fire-scale experiments","authors":"David R. Weise, Thomas H. Fletcher, Timothy J. Johnson, Wei Min Hao, Mark Dietenberger, Marko Princevac, Bret W. Butler, Sara S. McAllister, Joseph J. O’Brien, E. Louise Loudermilk, Roger D. Ottmar, Andrew T. Hudak, Akira Kato, Babak Shotorban, Shankar Mahalingam, Tanya L. Myers, Javier Palarea-Albaladejo, Stephen P. Baker","doi":"10.1071/wf23200","DOIUrl":"https://doi.org/10.1071/wf23200","url":null,"abstract":"<strong> Background</strong><p>Fire models have used pyrolysis data from oxidising and non-oxidising environments for flaming combustion. In wildland fires pyrolysis, flaming and smouldering combustion typically occur in an oxidising environment (the atmosphere).</p><strong> Aims</strong><p>Using compositional data analysis methods, determine if the composition of pyrolysis gases measured in non-oxidising and ambient (oxidising) atmospheric conditions were similar. </p><strong> Methods</strong><p>Permanent gases and tars were measured in a fuel-rich (non-oxidising) environment in a flat flame burner (FFB). Permanent and light hydrocarbon gases were measured for the same fuels heated by a fire flame in ambient atmospheric conditions (oxidising environment). Log-ratio balances of the measured gases common to both environments (CO, CO<sub>2</sub>, CH<sub>4</sub>, H<sub>2</sub>, C<sub>6</sub>H<sub>6</sub>O (phenol), and other gases) were examined by principal components analysis (PCA), canonical discriminant analysis (CDA) and permutational multivariate analysis of variance (PERMANOVA).</p><strong> Key results</strong><p>Mean composition changed between the non-oxidising and ambient atmosphere samples. PCA showed that flat flame burner (FFB) samples were tightly clustered and distinct from the ambient atmosphere samples. CDA found that the difference between environments was defined by the CO-CO<sub>2</sub> log-ratio balance. PERMANOVA and pairwise comparisons found FFB samples differed from the ambient atmosphere samples which did not differ from each other.</p><strong> Conclusion</strong><p>Relative composition of these pyrolysis gases differed between the oxidising and non-oxidising environments. This comparison was one of the first comparisons made between bench-scale and field scale pyrolysis measurements using compositional data analysis.</p><strong> Implications</strong><p>These results indicate the need for more fundamental research on the early time-dependent pyrolysis of vegetation in the presence of oxygen.</p>","PeriodicalId":14464,"journal":{"name":"International Journal of Wildland Fire","volume":"1 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142190401","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Manuel Lopez, Ellis Margolis, Anne Tillery, Steve Bassett, Alan Hook
{"title":"Pre-fire assessment of post-fire debris-flow hazards in the Santa Fe Municipal Watershed","authors":"Manuel Lopez, Ellis Margolis, Anne Tillery, Steve Bassett, Alan Hook","doi":"10.1071/wf23065","DOIUrl":"https://doi.org/10.1071/wf23065","url":null,"abstract":"<strong> Background</strong><p>Wildfires are increasing in size and severity due to climate change combined with overstocked forests. Fire increases the likelihood of debris flows, posing significant threats to life, property, and water supplies.</p><strong> Aims</strong><p>We conducted a debris-flow hazard assessment of the Santa Fe Municipal Watershed (SFMW) to answer two questions: (1) where are debris flows most likely to occur; and (2) how much debris might they produce? We also document the influence of fuel treatments on fire severity and debris flows.</p><strong> Methods</strong><p>We modelled post-fire debris-flow likelihood and volume in 103 sub-basins for 2-year, 5-year, and Probable Maximum Precipitation rainfalls following modelled low-, moderate-, and high-severity wildfires.</p><strong> Key results</strong><p>Post-fire debris-flow likelihoods were >90% in all but the lowest fire and rain scenarios. Sub-basins with fuel treatments had the lowest burn severities, debris-flow likelihoods, and sediment volumes, but treatment effects decreased with increased fire severity and rain intensity.</p><strong> Conclusions</strong><p>Post-fire debris flows with varying debris volumes are likely to occur following wildfire in the SFMW, but fuel treatments can reduce likelihood and volume.</p><strong> Implications</strong><p>Future post-fire debris flows will continue to threaten water supplies, but fuel reduction treatments and debris-flow mitigation provide opportunities to minimise effects.</p>","PeriodicalId":14464,"journal":{"name":"International Journal of Wildland Fire","volume":"1 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142190365","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jordahna Haig, Jonathan Sanderman, Costijn Zwart, Colleen Smith, Michael I. Bird
{"title":"Impact of fire return interval on pyrogenic carbon stocks in a tropical savanna, North Queensland, Australia","authors":"Jordahna Haig, Jonathan Sanderman, Costijn Zwart, Colleen Smith, Michael I. Bird","doi":"10.1071/wf24006","DOIUrl":"https://doi.org/10.1071/wf24006","url":null,"abstract":"<strong> Background</strong><p>Indigenous fire management in northern Australian savannas (beginning at least 11,000 years ago) involved frequent, small, cool, early dry season fires. This fire regime changed after European arrival in the late 1700s to unmanaged fires that burn larger areas, late in the dry season, detrimental to carbon stocks and biodiversity.</p><strong> Aims</strong><p>Test the hypothesis that significant sequestration of pyrogenic carbon in soil accompanies the reimposition of an Indigenous fire regime.</p><strong> Methods</strong><p>Savanna soils under the same vegetation, but with the number of fires varying from 0 to 13 (irrespective of the season) between 2000 and 2022 were sampled. Organic and pyrogenic carbon stocks as well as carbon isotope composition of the 0–5 cm soil layer were determined along sample transects with varying fire return intervals.</p><strong> Key results</strong><p>An average increase of 0.25 MgC ha<sup>−1</sup> was observed in soil pyrogenic carbon stocks in transects with ≥5 fires, compared to transects with 0–4 fires, with a small increase in soil organic carbon stocks that was not significant.</p><strong> Conclusions</strong><p>A return to more frequent fires early in the dry season has the potential to sequester significant pyrogenic carbon in northern Australian savanna soils on decadal timescales.</p>","PeriodicalId":14464,"journal":{"name":"International Journal of Wildland Fire","volume":"311 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142224861","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jon E. Keeley, Michael Flannigan, Tim J. Brown, Tom Rolinski, Daniel Cayan, Alexandra D. Syphard, Janin Guzman-Morales, Alexander Gershunov
{"title":"Climate and weather drivers in southern California Santa Ana Wind and non-Santa Wind fires","authors":"Jon E. Keeley, Michael Flannigan, Tim J. Brown, Tom Rolinski, Daniel Cayan, Alexandra D. Syphard, Janin Guzman-Morales, Alexander Gershunov","doi":"10.1071/wf23190","DOIUrl":"https://doi.org/10.1071/wf23190","url":null,"abstract":"<strong> Background</strong><p>Autumn and winter Santa Ana Winds (SAW) are responsible for the largest and most destructive wildfires in southern California.</p><strong> Aims</strong><p>(1) To contrast fires ignited on SAW days vs non-SAW days, (2) evaluate the predictive ability of the Canadian Fire Weather Index (CFWI) for these two fire types, and (3) determine climate and weather factors responsible for the largest wildfires.</p><strong> Methods</strong><p>CAL FIRE (California Department of Forestry and Fire Protection) FRAP (Fire and Resource Assessment Program) fire data were coupled with hourly climate data from four stations, and with regional indices of SAW wind speed, and with seasonal drought data from the Palmer Drought Severity Index.</p><strong> Key results</strong><p>Fires on non-SAW days were more numerous and burned more area, and were substantial from May to October. CFWI indices were tied to fire occurrence and size for both non-SAW and SAW days, and in the days following ignition. Multiple regression models for months with the greatest area burned explained up to a quarter of variation in area burned.</p><strong> Conclusions</strong><p>The drivers of fire size differ between non-SAW and SAW fires. The best predictor of fire size for non-SAW fires was drought during the prior 5 years, followed by a current year vapour pressure deficit. For SAW fires, wind speed followed by drought were most important.</p>","PeriodicalId":14464,"journal":{"name":"International Journal of Wildland Fire","volume":"9 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142190364","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
T. Ryan McCarley, Andrew T. Hudak, Benjamin C. Bright, James Cronan, Paige Eagle, Roger D. Ottmar, Adam C. Watts
{"title":"Generating fuel consumption maps on prescribed fire experiments from airborne laser scanning","authors":"T. Ryan McCarley, Andrew T. Hudak, Benjamin C. Bright, James Cronan, Paige Eagle, Roger D. Ottmar, Adam C. Watts","doi":"10.1071/wf23160","DOIUrl":"https://doi.org/10.1071/wf23160","url":null,"abstract":"<strong> Background</strong><p>Characterisation of fuel consumption provides critical insights into fire behaviour, effects, and emissions. Stand-replacing prescribed fire experiments in central Utah offered an opportunity to generate consumption estimates in coordination with other research efforts.</p><strong> Aims</strong><p>We sought to generate fuel consumption maps using pre- and post-fire airborne laser scanning (ALS) and ground measurements and to test the spatial transferability of the ALS-derived fuel models.</p><strong> Methods</strong><p>Using random forest (RF), we empirically modelled fuel load and estimated consumption from pre- and post-fire differences. We used cross-validation to assess RF model performance and test spatial transferability.</p><strong> Key results</strong><p>Consumption estimates for overstory fuels were more precise and accurate than for subcanopy fuels. Transferring RF models to provide consumption estimates in areas without ground training data resulted in loss of precision and accuracy.</p><strong> Conclusions</strong><p>Fuel consumption maps were produced and are available for researchers who collected coincident fire behaviour, effects, and emissions data. The precision and accuracy of these data vary by fuel type. Transferability of the models to novel areas depends on the user’s tolerance for error.</p><strong> Implications</strong><p>This study fills a critical need in the broader set of research efforts linking fire behaviour, effects, and emissions.</p>","PeriodicalId":14464,"journal":{"name":"International Journal of Wildland Fire","volume":"110 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141930590","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Dae Kun Kang, Erica Fischer, Michael J. Olsen, Julie A. Adams, Jarlath O’Neil-Dunne
{"title":"Optimising disaster response: opportunities and challenges with Uncrewed Aircraft System (UAS) technology in response to the 2020 Labour Day wildfires in Oregon, USA","authors":"Dae Kun Kang, Erica Fischer, Michael J. Olsen, Julie A. Adams, Jarlath O’Neil-Dunne","doi":"10.1071/wf23089","DOIUrl":"https://doi.org/10.1071/wf23089","url":null,"abstract":"<strong> Background</strong><p>The expanding use of Uncrewed Aircraft System (UAS) technology in disaster response shows its immense potential to enhance emergency management. However, there is limited documentation on the challenges and data management procedures related to UAS operation.</p><strong> Aims</strong><p>This manuscript documents and analyses the operational, technical, political, and social challenges encountered during the deployment of UAS, providing insights into the complexities of using these technologies in disaster situations.</p><strong> Methods</strong><p>This manuscript documents and analyses the operational, technical, political, and social challenges encountered during the deployment of UAS, providing insights into the complexities of using these technologies in disaster situations.</p><strong> Key results</strong><p>UAS technology plays a significant role in search and rescue, reconnaissance, mapping, and damage assessment, alongside notable challenges such as extreme flying conditions, data processing difficulties, and airspace authorisation complexities.</p><strong> Conclusions</strong><p>The study concludes with the need for updated infrastructure standards, streamlined policies, and better coordination between technological advancements and political processes, emphasising the necessity for reform to enhance disaster response capabilities.</p><strong> Implications</strong><p>The findings of this study inform future guidelines for the effective and safe use of UAS in disaster situations, advocating for a bridge between state-of-the-art UAS research and its practical application in emergency response.</p>","PeriodicalId":14464,"journal":{"name":"International Journal of Wildland Fire","volume":"57 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141886604","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Compiling historical descriptions of past Indigenous cultural burning: a dataset for the eastern United States","authors":"Stephen J. Tulowiecki","doi":"10.1071/wf24029","DOIUrl":"https://doi.org/10.1071/wf24029","url":null,"abstract":"<strong> Background</strong><p>The extent of past Indigenous cultural burning in the eastern US remains contested. Historical documents (e.g. early histories, journals, and reports) contain descriptions of burning. Scholars have summarised descriptions, but few have compiled them into databases.</p><strong> Aims</strong><p>This paper presents efforts to compile descriptions of past Indigenous burning in the eastern US and early results from mapped descriptions.</p><strong> Methods</strong><p>Utilising previously cited descriptions and those discovered from digitised historical texts, the current dataset mapped >250 descriptions of burning in the northeastern US. Most were historical summaries from 19th century authors, and fewer were firsthand observations. Descriptions are currently shared as a GIS data layer, a tabular file, and an interactive web map.</p><strong> Key results</strong><p>Descriptions correspond with fire-adapted vegetation, and clusters of descriptions suggest burning over large extents (e.g. southern New England, western New York). Estimated dates of burning or initial Euro-American settlement show an east–west succession in Indigenous fire exclusion and replacement with early Euro-American burning.</p><strong> Conclusions</strong><p>Historical descriptions suggest regional-extent influence of Indigenous burning upon past forested ecosystems, but the veracity of descriptions should be carefully evaluated.</p><strong> Implications</strong><p>This study provides a dataset for further examination of Indigenous burning and comparison with other methodologies for historical cultural fire reconstruction.</p>","PeriodicalId":14464,"journal":{"name":"International Journal of Wildland Fire","volume":"25 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141887320","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Alison C. Cullen, Brian R. Goldgeier, Erin Belval, John T. Abatzoglou
{"title":"Characterising ignition precursors associated with high levels of deployment of wildland fire personnel","authors":"Alison C. Cullen, Brian R. Goldgeier, Erin Belval, John T. Abatzoglou","doi":"10.1071/wf23182","DOIUrl":"https://doi.org/10.1071/wf23182","url":null,"abstract":"<strong> Background</strong><p>As fire seasons in the Western US intensify and lengthen, fire managers have been grappling with increases in simultaneous, significant incidents that compete for response resources and strain capacity of the current system.</p><strong> Aims</strong><p>To address this challenge, we explore a key research question: what precursors are associated with ignitions that evolve into incidents requiring high levels of response personnel?</p><strong> Methods</strong><p>We develop statistical models linking human, fire weather and fuels related factors with cumulative and peak personnel deployed.</p><strong> Key results</strong><p>Our analysis generates statistically significant models for personnel deployment based on precursors observable at the time and place of ignition.</p><strong> Conclusions</strong><p>We find that significant precursors for fire suppression resource deployment are location, fire weather, canopy cover, Wildland–Urban Interface category, and history of past fire. These results align partially with, but are distinct from, results of earlier research modelling expenditures related to suppression which include precursors such as total burned area which become observable only after an incident.</p><strong> Implications</strong><p>Understanding factors associated with both the natural system and the human system of decision-making that accompany high deployment fires supports holistic risk management given increasing simultaneity of ignitions and competition for resources for both fuel treatment and wildfire response.</p>","PeriodicalId":14464,"journal":{"name":"International Journal of Wildland Fire","volume":"36 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141886602","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Scott T. Franz, Melanie M. Colavito, Catrin M. Edgeley
{"title":"From flexibility to feasibility: identifying the policy conditions that support the management of wildfire for objectives other than full suppression","authors":"Scott T. Franz, Melanie M. Colavito, Catrin M. Edgeley","doi":"10.1071/wf24031","DOIUrl":"https://doi.org/10.1071/wf24031","url":null,"abstract":"<strong> Background</strong><p>Intentional management of naturally ignited wildfires has emerged as a valuable tool for addressing the social and ecological consequences of a century of fire exclusion in policy and practice. Policy in the United States now allows wildfires to be managed for suppression and other than full suppression (OTFS) objectives simultaneously, giving flexibility to local decision makers.</p><strong> Aims</strong><p>To extend existing research on the history of wildfire management, investigate how wildfire professionals interpret current policy with respect to OTFS management, and better understand how they translate policy into implementation.</p><strong> Methods</strong><p>Interviews were conducted in south-west United States with wildfire professionals to explore policy’s impact on OTFS management.</p><strong> Key results</strong><p>Respondents reported that while flexible federal policy and interagency guidance was important, suitable landscape conditions, organisational capacity, support from national and regional leadership, updated management plans, increased monitoring capacity, and adequate performance measures also influence the decision to use OTFS strategies.</p><strong> Conclusions</strong><p>Translating flexible options into feasible operations requires aligning many layers of policy and people using proactive, collaborative, ongoing preparation.</p><strong> Implications</strong><p>Our research may prompt targeted discussions between management agencies and policymakers to determine how to best support successful management of wildfires OTFS.</p>","PeriodicalId":14464,"journal":{"name":"International Journal of Wildland Fire","volume":"362 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141886601","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}