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    Normalized Burn Ratio (NBR) and Normalized Difference Vegetation Index (NDVI) Study of Vegetation Health and Regrowth Rate Post 2018 Mendocino Complex Fire in Northern California Coastal Mountains

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    MS-GIST_2022_Boden.pdf
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    Description:
    MS-GIST Report
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    Author
    Boden, Matt
    Issue Date
    2022
    Keywords
    Normalized Burn Ratio
    Normalized Differenced Vegetation Index
    Differenced Normalized Burn Ratio
    Advisor
    Korgaonkar, Yoga
    
    Metadata
    Show full item record
    Publisher
    The University of Arizona.
    Rights
    Copyright © is held by the author. Digital access to this material is made possible by the University Libraries, University of Arizona. Further transmission, reproduction or presentation (such as public display or performance) of protected items is prohibited except with permission of the author.
    Collection Information
    This item is part of the MS-GIST Master's Reports collection. For more information about items in this collection, please contact the UA Campus Repository at repository@u.library.arizona.edu.
    Abstract
    The Mendocino Complex fire burned for two months from July 27th 2018 to September 18th 2018. The Mendocino Complex fire comprised of two fires: the River and the Ranch fire. Both wildfires burned 459,136 acres of the Mendocino National Forest in the Northern Coast Range of northwestern California. This study tries to measure the impacts and understand the forest structure and recovery through the use of Landsat 8 imagery to analyze Normalized Burn Ratio (NBR), Normalized Difference Vegetation Index (NDVI). NDVI is calculated to understand the impacts to the vegetation health and was studied to understand which index would provide the best results for the study area. The NBR was calculated to understand the overall burn severity in the study area. To understand the impact to the specific types of vegetation, 50 evenly distributed control points were established across the five dominant vegetation types that make up 95% of the study area. There is a positive correlation between the dNBR and dNDVI with an R² of 0.8635. The dNBR indicated that the vast majority of the burn area was a low to moderate severity burn. Post fire NBR and NDVI showed that over the five vegetation types shrubland observed the highest post fire loss in terms of reflectance values, -122.75% and -78.67% respectively. May 28, 2020 NDVI showed the largest increase of NDVI values across all control points with an average of 0.228 up from 0.117 for a 95% increase from one month post fire in 2018, thus proving that the forest is in its early stages of recovery.
    Type
    Electronic Report
    text
    Degree Name
    M.S.
    Degree Level
    masters
    Degree Program
    Geographic Information Systems Technology
    Degree Grantor
    University of Arizona
    Collections
    MS-GIST (Master's Reports)

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    • Thumbnail

      A Comprehensive Study of Forest Health and Structure Following the West Fork Fire Complex in Southwest Colorado through Normalized Difference Vegetation Index (NDVI) and Normalized Burn Ratio (NBR)

      Sanchez Trigueros, Fernando; Rodriguez, Michael (The University of Arizona., 2021-05)
      In June 2013, southwest Colorado faced one of the largest wildfires in state history, the West Fork Fire Complex. Being composed of three separate fires (Papoose, West Fork, and Windy Pass), the wildfire burned approximately 110,000 acres within the Rio Grande National Forest. This project aims to understand how the West Fork Fire affected forest structure and recovery, and measures these impacts using Landsat 8 imagery to analyze NDVI and NBR. NDVI was calculated to understand impacts to vegetation, while NBR was calculated to understand overall burn severities. Specific measurements of NDVI and NBR values were collected across 30 designated control points within each set of imagery. NDVI results showed a 63% decrease in control point values from June to August 2013, indicating immediate impacts to forest structure. The average values fell from greater than 0.20 to less than 0.10, classifying these once sparsely covered lands into areas of barren rock or sand. NBR values saw a decrease of 309% over the same period. ΔNBR values averaged 0.33 which indicated moderate to low severity burns throughout the landscape while ΔNDVI averaged 0.12. NDVI found a 123% increase in July 2016 compared with the 2014 data, and NBR detected a 114% increase. Both analyses presented higher values in 2016 compared with their 2013 data, showing evidence of forest recovery. The results indicated the West Fork Complex had a moderate to low impact. Additionally, results demonstrated how NDVI and NBR helped to classify the severity of wildfires, vegetation health, and how these methods can be reproduced.
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      RETURN TO NORMAL: RETURN TO NORMAL SOCIAL WORK IN THE CONTEXT OF COVID-19 AND HYPERINCARCERATION

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      THE 2012 PINE CREEK, MONTANA, WILDFIRE: A COMPARATIVE ANALYSIS USING THE NORMALIZED BURN RATIO AND NORMALIZED DIFFERENCE VEGETATIVE INDEX

      Lukinbeal, Chris; Beall, Brad (The University of Arizona., 2023)
      Severe wildfires are an all-too-common feature of the Western American landscape. Worse still, the frequency of such fires is on the increase. Each year, new wildfires add hundreds of thousands of fire-damaged acres to the millions of acres of forests burned in previous years. While some of these areas can recover naturally, forests that suffer prolonged, severe burning may not recover without human assistance. Due to the increase in frequency of such events, America’s reforestation needs have exceeded available reforestation resources (e.g., seedlings for replanting, forestry professionals experienced in wildfire remediation, labor for replanting and maintenance, etc.). Passage of the Federal REPLANT Act in November of 2021 means that more resources will be available in the future, but forestry managers must still decide which of the most severely damaged and at-risk areas of the American West should be given priority for remediation. Two commonly used tools for evaluating wildfire damage are the Normalized Burn Ratio (NBR) and the Normalized Difference Vegetation Index (NDVI). Using reflectance data captured by satellites, these tools can be used to assess 1) wildfire boundaries, 2) relative wildfire severity, and 3) whether natural regrowth in a previously burned area is taking place. The goal of this project is to assess the effectiveness of NBR and NDVI values using the 2012 Pine Creek (Montana) Fire as a test case.
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