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19 pages, 2313 KiB  
Review
Systemic Drivers of Electric-Grid-Caused Catastrophic Wildfires: Implications for Resilience in the United States
by Holly Eagleston, Michelle Bester, Jubair Yusuf, Adit Damodaran and Matthew J. Reno
Challenges 2025, 16(1), 13; https://doi.org/10.3390/challe16010013 - 18 Feb 2025
Cited by 2 | Viewed by 3486
Abstract
Wildfires are projected to increase in severity and frequency due to climate change, and the electric grid is both a cause of wildfires and is vulnerable to wildfires. Equipment from the electric grid accounts for 10% of fires burned in California and 3% [...] Read more.
Wildfires are projected to increase in severity and frequency due to climate change, and the electric grid is both a cause of wildfires and is vulnerable to wildfires. Equipment from the electric grid accounts for 10% of fires burned in California and 3% of fires nationally. Recent catastrophic wildfires, such as the Lahaina Fire, Camp Fire, Marshall Fire, and Smokehouse Creek fires, were all started by electrical equipment and show how devastating these events can be because they threaten lives and structures. Vegetation structure, weather and winds, climate and vegetation response, land use, and human activities all impact the likelihood of severe wildfires. We explore the relationship between the built environment, electric grid infrastructure specifically, and its role in causing catastrophic wildfires to find lessons learned for increasing resilience. Electric grid utility companies currently employ multiple methods to mitigate fire, including (1) early detection, (2) grid hardening, (3) vegetation management, and (4) pre-emptive shutoffs. Utility companies need to consider the conditions for wildfire and the impact that each mitigation strategy has on drivers of wildfire behavior, as a single solution will not be adequate. Utility companies need to work with stakeholders to develop a holistic strategy to reduce ignition likelihood and spread likelihood to reduce catastrophic wildfires and improve resiliency. Full article
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15 pages, 256 KiB  
Article
Psychological Evaluation of a Residential Children’s Burns Camp Programme: A Ten-Year Evaluation
by Alison M. Thomlinson, Niamh R. Farrell, Mamta Shah and Sarah L. Gaskell
Eur. Burn J. 2023, 4(3), 514-528; https://doi.org/10.3390/ebj4030033 - 21 Sep 2023
Viewed by 1272
Abstract
Residential burns camp programmes provide help and support to children with burn injuries by providing activities designed to build their confidence and self-esteem. Our regional burns service has been running camps for over 20 years and evaluation is an important part of assessing [...] Read more.
Residential burns camp programmes provide help and support to children with burn injuries by providing activities designed to build their confidence and self-esteem. Our regional burns service has been running camps for over 20 years and evaluation is an important part of assessing their effectiveness. In this study, we report both qualitative and quantitative data from 10 consecutive years of burns camps. Qualitative feedback was gathered using Likert scales and free-response questionnaires at the end of camp and six weeks post-camp. Three quantitative outcome measures, the Paediatric Quality of Life Inventory v4, the Children’s Revised Impact of Event Scale (CRIES8) and the Satisfaction with Appearance scale (SWAP), were completed before and six weeks after camp. Both children and their parents/carers reported that attending the burns camp was helpful for them/their child; meeting other children with burn injuries and developing confidence and self-esteem were cited as reasons. Parents/carers also reported improvements in their child’s physical and psychological functioning post-camp in some years, although these results were not as clear as the qualitative findings. These findings confirm the importance of providing burns camp programmes for children with burn injuries as part of their post-burn rehabilitation. Full article
(This article belongs to the Special Issue Enhancing Psychosocial Burn Care)
31 pages, 14821 KiB  
Article
The Role of Fuel Characteristics and Heat Release Formulations in Coupled Fire-Atmosphere Simulation
by Kasra Shamsaei, Timothy W. Juliano, Matthew Roberts, Hamed Ebrahimian, Neil P. Lareau, Eric Rowell and Branko Kosovic
Fire 2023, 6(7), 264; https://doi.org/10.3390/fire6070264 - 2 Jul 2023
Cited by 3 | Viewed by 2723
Abstract
In this study, we focus on the effects of fuel bed representation and fire heat and smoke distribution in a coupled fire-atmosphere simulation platform for two landscape-scale fires: the 2018 Camp Fire and the 2021 Caldor Fire. The fuel bed representation in the [...] Read more.
In this study, we focus on the effects of fuel bed representation and fire heat and smoke distribution in a coupled fire-atmosphere simulation platform for two landscape-scale fires: the 2018 Camp Fire and the 2021 Caldor Fire. The fuel bed representation in the coupled fire-atmosphere simulation platform WRF-Fire currently includes only surface fuels. Thus, we enhance the model by adding canopy fuel characteristics and heat release, for which a method to calculate the heat generated from canopy fuel consumption is developed and implemented in WRF-Fire. Furthermore, the current WRF-Fire heat and smoke distribution in the atmosphere is replaced with a heat-conserving Truncated Gaussian (TG) function and its effects are evaluated. The simulated fire perimeters of case studies are validated against semi-continuous, high-resolution fire perimeters derived from NEXRAD radar observations. Furthermore, simulated plumes of the two fire cases are compared to NEXRAD radar reflectivity observations, followed by buoyancy analysis using simulated temperature and vertical velocity fields. The results show that while the improved fuel bed and the TG heat release scheme have small effects on the simulated fire perimeters of the wind-driven Camp Fire, they affect the propagation direction of the plume-driven Caldor Fire, leading to better-matching fire perimeters with the observations. However, the improved fuel bed representation, together with the TG heat smoke release scheme, leads to a more realistic plume structure in comparison to the observations in both fires. The buoyancy analysis also depicts more realistic fire-induced temperature anomalies and atmospheric circulation when the fuel bed is improved. Full article
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10 pages, 1064 KiB  
Article
Evaluating the Impact of a Paediatric Burn Club for Children and Families Using Group Concept Mapping
by Emma L. Hodgkinson, Alison McKenzie and Louise Johnson
Eur. Burn J. 2023, 4(2), 211-220; https://doi.org/10.3390/ebj4020019 - 10 May 2023
Viewed by 1684
Abstract
Access to burn camps and clubs is cited as an essential element for children following a burn injury. In the Northern Regional Burns Service, this takes the form of a club run by a multidisciplinary team, offering residential camps and family day trips. [...] Read more.
Access to burn camps and clubs is cited as an essential element for children following a burn injury. In the Northern Regional Burns Service, this takes the form of a club run by a multidisciplinary team, offering residential camps and family day trips. In this service evaluation, Group Concept Mapping was used to evaluate the perception of the club by staff, children and families. Opportunistic sampling was used to seek responses to the following prompts: “The challenges for children and families after a burn injury are…” and “The role of The Grafters Club is…”. The results indicate that participants perceived the club to be effective at addressing body image and confidence issues for the children but highlighted an unmet parental expectation that the club would also facilitate the sharing of experiences, normalisation of emotional reactions, and processing of guilt and other psychological distress for parents. When taken concurrently with pre-existing evidence in the literature base, it is proposed that a club model of psychosocial support for children and families could provide an accessible and informal opportunity for parental support that may be less subject to barriers perceived with traditional formal psychological support. Full article
(This article belongs to the Special Issue Enhancing Psychosocial Burn Care)
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22 pages, 6259 KiB  
Article
Multifractal Analysis of MODIS Aqua and Terra Satellite Time Series of Normalized Difference Vegetation Index and Enhanced Vegetation Index of Sites Affected by Wildfires
by Rui Ba, Michele Lovallo, Weiguo Song, Hui Zhang and Luciano Telesca
Entropy 2022, 24(12), 1748; https://doi.org/10.3390/e24121748 - 29 Nov 2022
Cited by 4 | Viewed by 2937
Abstract
The MODIS Aqua and Terra Normalized Difference Vegetation Index (NDVI) and Enhanced Vegetation Index (EVI) time series acquired during nearly two decades (2000 to 2020) covering the area burned by the Camp Fire (California) in 2018 is investigated in this study by using [...] Read more.
The MODIS Aqua and Terra Normalized Difference Vegetation Index (NDVI) and Enhanced Vegetation Index (EVI) time series acquired during nearly two decades (2000 to 2020) covering the area burned by the Camp Fire (California) in 2018 is investigated in this study by using the multifractal detrended fluctuation analysis in relation to the recovery process of vegetation after fire. In 2008, the same area was partially burned by two wildfires, the BTU Lightning Complex Fire and the Humboldt Fire. Our results indicate that all vegetation index time series are featured by six- and twelve-month modulating periodicities, with a larger spectral content at longer periods for two-fire-affected sites. Furthermore, two fires cause an increase of the persistence of the NDVI and EVI time series and an increase of the complexity, suggesting that the recovery process of vegetation dynamics of fire-affected sites is characterized by positive feedback mechanisms, driving the growth-generating phenomena, which become even more effective in those sites affected by two fires. Full article
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24 pages, 4405 KiB  
Article
The Application of Fire Behavior Modeling to Fuel Treatment Assessments at Army Garrison Camp Williams, Utah
by Scott M. Frost, Martin E. Alexander and Michael J. Jenkins
Fire 2022, 5(3), 78; https://doi.org/10.3390/fire5030078 - 9 Jun 2022
Cited by 12 | Viewed by 4715
Abstract
Large wildfires (>40 ha in size) occur about every three years within Army Garrison Camp Williams, located near South Jordan, Utah, USA. In 2010 and 2012, wildfires originating on the practice firing range burned beyond the camp’s boundaries into the adjacent wildland-urban interface [...] Read more.
Large wildfires (>40 ha in size) occur about every three years within Army Garrison Camp Williams, located near South Jordan, Utah, USA. In 2010 and 2012, wildfires originating on the practice firing range burned beyond the camp’s boundaries into the adjacent wildland-urban interface areas. The political and public reaction to these escaped fires was intense. Fire researchers at Utah State University were asked if a spatially organized system of fuel treatments could be developed to prevent such incidents in the future. We used a combination of empirically based guidelines and semi-physical fire modeling systems, coupled with climatological data, to make assessments of fire behavior potential for the sagebrush steppe vegetation/fuel types found in AGCW, that also considered slope steepness. The results suggested the need for removal of woody vegetation within 20 m of firebreaks and a minimum firebreak width of 8.0 m in grassland fuels. In stands of juniper, a canopy coverage of 25% or less is recommended. In Gambel oak stands along the northern boundary of the installation, a fuelbreak width of 60 m for secondary breaks (used for segmenting large areas of fuels) and 90 m for primary breaks (used for protecting urban development and valuable natural resources) is recommended. Full article
(This article belongs to the Collection Technical Forum for Fire Science Laboratory and Field Methods)
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18 pages, 10650 KiB  
Article
Simulating Potential Impacts of Fuel Treatments on Fire Behavior and Evacuation Time of the 2018 Camp Fire in Northern California
by Daisuke Seto, Charles Jones, Anna T. Trugman, Kevin Varga, Andrew J. Plantinga, Leila M. V. Carvalho, Callum Thompson, Jacob Gellman and Kristofer Daum
Fire 2022, 5(2), 37; https://doi.org/10.3390/fire5020037 - 9 Mar 2022
Cited by 11 | Viewed by 5903
Abstract
Fuel break effectiveness in wildland-urban interface (WUI) is not well understood during downslope wind-driven fires even though various fuel treatments are conducted across the western United States. The aim of this paper is to examine the efficacy of WUI fuel breaks under the [...] Read more.
Fuel break effectiveness in wildland-urban interface (WUI) is not well understood during downslope wind-driven fires even though various fuel treatments are conducted across the western United States. The aim of this paper is to examine the efficacy of WUI fuel breaks under the influence of strong winds and dry fuels, using the 2018 Camp Fire as a case study. The operational fire growth model Prometheus was used to show: (1) downstream impacts of 200 m and 400 m wide WUI fuel breaks on fire behavior and evacuation time gain; (2) how the downstream fire behavior was affected by the width and fuel conditions of the WUI fuel breaks; and (3) the impacts of background wind speeds on the efficacy of WUI fuel breaks. Our results indicate that WUI fuel breaks may slow wildfire spread rates by dispersing the primary advancing fire front into multiple fronts of lower intensity on the downstream edge of the fuel break. However, fuel break width mattered. We found that the lateral fire spread and burned area were reduced downstream of the 400 m wide WUI fuel break more effectively than the 200 m fuel break. Further sensitivity tests showed that wind speed at the time of ignition influenced fire behavior and efficacy of management interventions. Full article
(This article belongs to the Special Issue Fire in California)
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33 pages, 487 KiB  
Systematic Review
Resilience and Posttraumatic Growth after Burn: A Review of Barriers, Enablers, and Interventions to Improve Psychological Recovery
by Alix Woolard, Indijah Bullman, Amira Allahham, Treya Long, Helen Milroy, Fiona Wood and Lisa Martin
Eur. Burn J. 2022, 3(1), 89-121; https://doi.org/10.3390/ebj3010009 - 9 Feb 2022
Cited by 11 | Viewed by 4531
Abstract
Burn injuries are traumatic experiences that can detrimentally impact an individual’s psychological and emotional wellbeing. Despite this, some survivors adapt to psychosocial challenges better than others despite similar characteristics relating to the burn. Positive adaptation is known as resilience or posttraumatic growth, depending [...] Read more.
Burn injuries are traumatic experiences that can detrimentally impact an individual’s psychological and emotional wellbeing. Despite this, some survivors adapt to psychosocial challenges better than others despite similar characteristics relating to the burn. Positive adaptation is known as resilience or posttraumatic growth, depending on the trajectory and process. This review aimed to describe the constructs of resiliency and growth within the burn injury context, examine the risk factors that inhibit resilience or growth after burn (barriers), the factors that promote resilience or growth after burn (enablers), and finally to assess the impact of interventions that have been tested that may facilitate resilience or growth after burn. This review was performed according to the recently updated Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) Guidelines. An electronic search was conducted in November 2021 on the databases PubMed, Medline (1966-present), Embase (1974-present), PsycINFO for English-language peer-reviewed academic articles. There were 33 studies included in the review. Findings were mixed for most studies; however, there were factors related to demographic information (age, gender), burn-specific characteristics (TBSA, time since burn), person-specific factors (personality, coping style), psychopathology (depression, PTSD), and psychosocial factors (social support, spirituality/religion, life purpose) that were evidenced to be related to resilience and growth. One qualitative study evaluated an intervention, and this study showed that a social camp for burn patients can promote resilience. This study has presented a variety of factors that inhibit or encourage resilience and growth, such as demographic, individual, and social factors. We also present suggestions on interventions that may be used to promote growth following this adverse event, such as improving social support, coping styles and deliberate positive introspection. Full article
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17 pages, 2188 KiB  
Article
Hydrological and Meteorological Controls on Large Wildfire Ignition and Burned Area in Northern California during 2017–2020
by Yusuke Hiraga and M. Levent Kavvas
Fire 2021, 4(4), 90; https://doi.org/10.3390/fire4040090 - 25 Nov 2021
Cited by 6 | Viewed by 4759
Abstract
This study examined the hydrological/meteorological controls on large wildfires > 10,000 acres (40.5 km2) during 2017–2020 in Northern California at spatial and temporal scales of the target wildfires’ occurrence or growth. This study used the following simple indices for analysis: Moisture [...] Read more.
This study examined the hydrological/meteorological controls on large wildfires > 10,000 acres (40.5 km2) during 2017–2020 in Northern California at spatial and temporal scales of the target wildfires’ occurrence or growth. This study used the following simple indices for analysis: Moisture Deficit Index (MDI) computed by dividing vapor pressure deficit by soil moisture, MDIWIND computed by multiplying MDI by horizontal wind speed, and MDIGUST computed by multiplying MDI by wind gust speed. The ignition location MDIWIND and MDIGUST showed larger values on the ignition date in fire-years compared to non-fire-years for most of the target wildfires (95.8% and 91.7%, respectively). The peak timing of MDIGUST, which is to evaluate the integrated effect of dry atmosphere/soil and windy condition, coincided with the ignition date for August Complex Fire 2020, Ranch Fire 2018, Claremont-Bear Fire 2020, and Camp Fire 2018. We also found that August Complex Fire 2020, Claremont-Bear Fire 2020, and Camp Fire 2018 occurred in the areas where MDIGUST became spatially and temporally high. Further, strong relationships were found between burned area sizes of the target wildfires and MDI (R = 0.62, p = 0.002), MDIWIND (R = 0.72, p < 0.001), and MDIGUST (R = 0.68, p < 0.001). Overall, the findings in this study implied the strong effect of dry atmosphere/soil and windy conditions on recent large wildfire activities in Northern California. The findings could contribute to a more temporally and spatially detailed forecast of wildfire risks or a better understanding of wildfires’ occurrence and growth mechanisms. Full article
(This article belongs to the Special Issue Advances in the Assessment of Fire Impacts on Hydrology)
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35 pages, 27390 KiB  
Article
Impact of Land Cover Change Due to Armed Conflicts on Soil Erosion in the Basin of the Northern Al-Kabeer River in Syria Using the RUSLE Model
by Hussein Almohamad
Water 2020, 12(12), 3323; https://doi.org/10.3390/w12123323 - 26 Nov 2020
Cited by 30 | Viewed by 5716
Abstract
Due to armed conflicts, the sudden changes in land cover are among the most drastic and recurring shocks on an international scale, and thus, have become a major source of threat to soil and water conservation. Throughout this analysis, the impact of land [...] Read more.
Due to armed conflicts, the sudden changes in land cover are among the most drastic and recurring shocks on an international scale, and thus, have become a major source of threat to soil and water conservation. Throughout this analysis, the impact of land cover change on spatio-temporal variations of soil erosion from 2009/2010 to 2018/2019 was investigated using the Revised Universal Soil Loss Equation (RUSLE) model. The goal was to identify the characteristics and variations of soil erosion under armed conflicts in the basin of the Northern Al-Kabeer river in Syria. The soil erosion rate is 4 t ha−1 year−1 with a standard deviation of 6.4 t ha−1 year−1. In addition, the spatial distribution of erosion classes was estimated. Only about 10.1% of the basin is subject to a tolerable soil erosion rate and 79.9% of the study area experienced erosion at different levels. The soil erosion area of regions with no changes was 10%. The results revealed an increase in soil erosion until 2013/2014 and a decrease during the period from 20013/2014 to 2018/2019. This increase is a result of forest fires under armed conflict, particularly toward the steeper slopes. Coniferous forest as well as transitional woodland and scrub are the dominant land cover types in the upper part of the basin, for which the average post-fire soil loss rates (caused by factor C) were 200% to 800% higher than in the pre-fire situation. In the period from 2013/2014 to 2019/2020, soil erosion was mitigated due to a ceasefire that was agreed upon after 2016, resulting in decreased human pressures on soils in contested areas. By comparing 2009/2010 (before war) with 2018/2019 (at the end of the war stage), it can be concluded that the change in C factors slowed down the deterioration trend of soil erosion and reduced the average soil erosion rate in more than half of the basin by about 10–75%. The area concerned is located in the western part of the basin and is relatively far from the centers of armed conflicts. In contrast, the areas with increased soil erosion by about 60–400% are situated in the northeast and east, with shorter distances to armed conflict centers. These findings can be explained by forest fires, after which the burned forests were turned into agricultural land or refugee camps and road areas. Understanding the complex biophysical and socio-economic interactions of exposure to land loss is a key to guarantee regional environmental protection and to conserve the ecological quality of soil and forest systems. Full article
(This article belongs to the Special Issue Soil Water Erosion)
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18 pages, 3647 KiB  
Article
Deploying Municipal Solid Waste Management 3R-WTE Framework in Saudi Arabia: Challenges and Future
by Laith A. Hadidi, Ahmed Ghaithan, Awsan Mohammed and Khalaf Al-Ofi
Sustainability 2020, 12(14), 5711; https://doi.org/10.3390/su12145711 - 16 Jul 2020
Cited by 25 | Viewed by 8404
Abstract
The need for resilience and an agile waste management system in Saudi Arabia is vital to control safely the rapid growth of its municipal solid waste (MSW) with minimal environment toll. Similarly, the domestic energy production in Saudi Arabia is thriving and putting [...] Read more.
The need for resilience and an agile waste management system in Saudi Arabia is vital to control safely the rapid growth of its municipal solid waste (MSW) with minimal environment toll. Similarly, the domestic energy production in Saudi Arabia is thriving and putting a tremendous pressure on its huge reserves of fossil oil. Waste to energy (WTE) plants provides a golden opportunity for Saudi Arabia; however, both challenges (MSW mitigation and energy production) are usually looked at in isolation. This paper at first explores the potential of expanding the WTE energy production in the eastern province in Saudi Arabia under two scenarios (complete mass burn with and without recycling). Secondly, this study analyzes the effect of 3Rs (reduce, reuse, recycle) practices implementation in a residential camp (11,000 population) to influence the behavior of the camp’s citizens to reduce their average waste (kg/capita). The results of the 3R-WTE framework show a potential may reach 254 Megawatt (MW) of electricity by year 2030. The 3R system implementation in the camp reduced MSW production from 5,625 tons to 3000 tons of household waste every year, which is considered lower than what the surrounding communities to be produced in the same area. Full article
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14 pages, 277 KiB  
Article
Identity, Social Mobility, and Trauma: Post-Conflict Educational Realities for Survivors of the Rohingya Genocide
by Naved Bakali and Shujaat Wasty
Religions 2020, 11(5), 241; https://doi.org/10.3390/rel11050241 - 12 May 2020
Cited by 21 | Viewed by 8993
Abstract
The Rohingya refugee crisis is a humanitarian disaster with over 740,000 Rohingya leaving their homes in Rakhine State, Myanmar, since August 2017. In the process of this mass exodus, thousands have been brutally murdered and terrorized through a campaign of physical attacks by [...] Read more.
The Rohingya refugee crisis is a humanitarian disaster with over 740,000 Rohingya leaving their homes in Rakhine State, Myanmar, since August 2017. In the process of this mass exodus, thousands have been brutally murdered and terrorized through a campaign of physical attacks by the Myanmar state including murder, beatings and mutilations; mass gang rape and sexual slavery of women and girls; and the burning of entire villages. The victims have been men, women, and children who were targeted because they belonged to a Muslim minority ethnic group. The crisis has been recognized as genocide by officials from several countries including Canada, France, Gambia, Malaysia, Pakistan, Philippines, and Turkey. Furthermore, a recent ruling by the International Court of Justice (ICJ) ordered Myanmar to take all necessary measures to prevent the genocide of the Rohingya. The genocide of the Rohingya has resulted in a massive number of refugees fleeing to Bangladesh, with 1.1 million of an estimated 2.4 million Rohingya across the world currently encamped there. This crisis has led to questions about how the basic needs of these refugees are being met and if there is any possibility for a life beyond the refugee camps through educational programming. This study explores the educational realities of Rohingya refugees through a process of open-ended and semi-structured interviews of aid workers and educators working in the Kutupalong refugee camp in Bangladesh. Through examining the educational programming in these camps, this article aims to better understand the educational opportunities for social mobility, identity preservation, and the availability of religious instruction to the Rohingya. The findings of this study suggest that religious instruction centers may serve to improve gender- based educational gaps for adolescent Rohingya women. Full article
(This article belongs to the Special Issue Contemporary Critical Perspectives on Islamic Education)
20 pages, 10758 KiB  
Article
Fire-Environment Analysis: An Example of Army Garrison Camp Williams, Utah
by Scott M. Frost, Martin E. Alexander, R. Justin DeRose and Michael J. Jenkins
Fire 2020, 3(1), 6; https://doi.org/10.3390/fire3010006 - 9 Mar 2020
Cited by 2 | Viewed by 4054
Abstract
The planning of fuel treatments for ecological or societal purposes requires an in-depth understanding of the conditions associated with the occurrence of free-burning fire behavior for the area of concern. Detailed fire-environment analysis for Army Garrison Camp Williams (AGCW) in north-central Utah was [...] Read more.
The planning of fuel treatments for ecological or societal purposes requires an in-depth understanding of the conditions associated with the occurrence of free-burning fire behavior for the area of concern. Detailed fire-environment analysis for Army Garrison Camp Williams (AGCW) in north-central Utah was completed as a prerequisite for fuel treatment planning, using a procedure that could be generally applied. Vegetation and fuels data, topographic and terrain features, and weather and climate data, were assessed and integrated into predictive fuel models to aid planning. A fire behavior fuel model map was developed from biophysical variables, vegetation type, and plot survey data using random forests, and resulted in an overall classification rate of 72%. The predominate vegetation type-fuel complex was grass, followed by lesser amounts of Gambel oak, Wyoming big sagebrush and Utah juniper. The majority of AGCW is mountainous in nature, characterized by slopes less than 40% in steepness with slightly more northerly and easterly aspects than south and west, and elevations that ranged from 1650 to 1950 m above mean sea level. Local fire weather data compiled from the three nearest remote automated weather stations indicated that average temperature maxima (32 °C) and relative humidity minima (12%) usually occurred between 1400 to 1500 h daily, and from July to August, seasonally. The semi-arid climate at AGCW, coupled with the corresponding preponderance of flashy fuel types and sloping terrain, constitutes a formidable fire environment in which to plan for mitigating against adverse fire behavior. Full article
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20 pages, 16734 KiB  
Article
Mapping of Post-Wildfire Burned Area Using a Hybrid Algorithm and Satellite Data: The Case of the Camp Fire Wildfire in California, USA
by Mutiara Syifa, Mahdi Panahi and Chang-Wook Lee
Remote Sens. 2020, 12(4), 623; https://doi.org/10.3390/rs12040623 - 13 Feb 2020
Cited by 49 | Viewed by 10083
Abstract
On November 8, 2018, a devastating wildfire, known as the Camp Fire wildfire, was reported in Butte County, California, USA. Approximately 88 fatalities ensued, and 18,804 structures were damaged by the wildfire. As a response to this destructive wildfire, this study generated a [...] Read more.
On November 8, 2018, a devastating wildfire, known as the Camp Fire wildfire, was reported in Butte County, California, USA. Approximately 88 fatalities ensued, and 18,804 structures were damaged by the wildfire. As a response to this destructive wildfire, this study generated a pre- and post-wildfire maps to provide basic data for evacuation and mitigation planning. This study used Landsat-8 and Sentinel-2 imagery to map the pre- and post-wildfire conditions. A support vector machine (SVM) optimized by the imperialist competitive algorithm (ICA) hybrid model was compared with the non-optimized SVM algorithm for classification of the pre- and post-wildfire map. The SVM–ICA produced a better accuracy (overall accuracies of 83.8% and 83.6% for pre- and post-wildfire using Landsat-8 respectively; 90.8% and 91.8% for pre- and post-wildfire using Sentinel-2 respectively), compared to SVM without optimization (overall accuracies of 80.0% and 78.9% for pre- and post-wildfire using Landsat-8 respectively; 83.3% and 84.8% for pre- and post-wildfire using Sentinel-2 respectively. In total, eight pre- and post-wildfire burned area maps were generated; these can be used to assess the area affected by the Camp Fire wildfire as well as for wildfire mitigation planning in the future. Full article
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14 pages, 2629 KiB  
Article
Are the Effects of the Cholera Toxin and Isoproterenol on Human Keratinocytes’ Proliferative Potential Dependent on Whether They Are Co-Cultured with Human or Murine Fibroblast Feeder Layers?
by Sergio Cortez Ghio, Laurence Cantin-Warren, Rina Guignard, Danielle Larouche and Lucie Germain
Int. J. Mol. Sci. 2018, 19(8), 2174; https://doi.org/10.3390/ijms19082174 - 25 Jul 2018
Cited by 10 | Viewed by 5242
Abstract
Human keratinocyte culture has provided the means to treat burns, wounds and skin pathologies. To date, to efficiently culture keratinocytes, cells are cultured on an irradiated feeder layer (iFL), either comprising human (iHFL) or murine (i3T3FL) fibroblasts, and the culture medium is supplemented [...] Read more.
Human keratinocyte culture has provided the means to treat burns, wounds and skin pathologies. To date, to efficiently culture keratinocytes, cells are cultured on an irradiated feeder layer (iFL), either comprising human (iHFL) or murine (i3T3FL) fibroblasts, and the culture medium is supplemented with a cyclic adenosine monophosphate (cAMP) accumulation inducing agent such as isoproterenol (ISO) or cholera toxin (CT). Previous studies have characterized how the feeder layer type and the cAMP inducer type influence epithelial cells’ phenotype independently from one another, but it is still unknown if an optimal combination of feeder layer and cAMP inducer types exists. We used sophisticated statistical models to search for a synergetic effect of feeder layer and cAMP inducer types on human keratinocytes’ proliferative potential. Our data suggests that, when culturing human keratinocytes, using iHFL over i3T3FL increases population doublings and colony-forming efficiency through signaling pathways involving Ak mouse strain thymoma (Akt, also known as protein kinase B) isoforms 1 to 3, signal transducer and activator of transcription 5 (STAT5), p53, and adenosine monophosphate activated protein kinase α1 (AMPKα1). Both tested cAMP inducers ISO and CT yielded comparable outcomes. However, no significant synergy between feeder layer and cAMP inducer types was detected. We conclude that, to promote human keratinocyte growth in the early passages of culture, co-culturing them with a human feeder layer is preferable to a murine feeder layer. Full article
(This article belongs to the Special Issue Molecular Research of Epidermal Stem Cells 2017)
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