{"id":1994,"date":"2016-05-12T19:57:03","date_gmt":"2016-05-12T19:57:03","guid":{"rendered":"http:\/\/newvista.cira.colostate.edu\/Improve\/?page_id=1994"},"modified":"2025-06-26T14:32:18","modified_gmt":"2025-06-26T14:32:18","slug":"the-npscira-final-bravo-report","status":"publish","type":"page","link":"https:\/\/vista.cira.colostate.edu\/Improve\/the-npscira-final-bravo-report\/","title":{"rendered":"The NPS\/CIRA Final BRAVO Report"},"content":{"rendered":"\n<p class=\"has-text-align-left\"><strong>Big Bend Regional Aerosol and Visibility Observational (BRAVO) Study Results<\/strong><\/p>\n\n\n\n<p>The National Park Service (NPS) and Cooperative Institute for Research in the Atmosphere (CIRA) conducted a number of analyses to understand the physical and optical properties of haze and the contributions of source regions to Big Bend&#8217;s sulfate and haze.&nbsp; The source apportionment studies incorporated airmass history analyses, receptor modeling and Eulerian source oriented modeling.&nbsp; All source apportionment techniques and models were evaluated and validated against measured data, perfluorocarbon tracer data, and synthetic data generated from models.&nbsp; In addition, an extensive reconciliation of source attribution results was conducted.&nbsp; The reconciliation involved identifying biases in all techniques and developing a hybrid source attribution technique merging air quality data and modeling results to minimize these biases.&nbsp;<b>NPS and CIRA believe these are the best available source attribution results and accurately reflect the contributions of different source regions in the United States and Mexico to Big Bend&#8217;s particulate sulfate and haze during the BRAVO study period.&nbsp; The implications of these results are also discussed in the report.<\/b><\/p>\n\n\n\n<p><b>Principal Authors: Bret A. Schichtel,<sup>1<\/sup> Kristi A. Gebhart,<sup>1<\/sup> Michael G. Barna,<sup>1<\/sup> &nbsp;William C. Malm,<\/b><sup><b>1<\/b><\/sup><b> Derek E. Day<sup>2<\/sup>, Sonia Kreidenweis,<sup>3<\/sup> Jeffrey Collett, Jr.<\/b><sup><b>3<\/b><\/sup><\/p>\n\n\n\n<p>1. National Park Service (NPS)<br>2. Cooperative Institute for Research in the Atmosphere (CIRA)<br>3. Colorado State University (CSU)<\/p>\n\n\n\n<p><strong>Click on the title below to view PDF files of these documents:<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/BRAVOFinalReportCIRA.pdf\" target=\"_blank\" rel=\"noopener\">NPS\/CIRA Final BRAVO Report (28.7 mb)<\/a> &#8211;&nbsp; The entire report except for appendices 4b, 4c, 4d and 8b<\/p>\n\n\n\n<p class=\"has-text-align-left\"><b>The BRAVO Report by Chapter and Appendices<\/b><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/TitlePageTOC.pdf\" target=\"_blank\" rel=\"noopener\">Title Page and Table of Contents (150 Kb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/ListFigs.pdf\" target=\"_blank\" rel=\"noopener\">List of Figures (150 Kb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/ListTab.pdf\" target=\"_blank\" rel=\"noopener\">List of Tables (50 Kb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/FactSheet.pdf\" target=\"_blank\" rel=\"noopener\">BRAVO Background and Summary of Findings Fact Sheet (30 Kb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/ExecutiveSummary.pdf\" target=\"_blank\" rel=\"noopener\">Executive Summary (1 mb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/Abstract.pdf\" target=\"_blank\" rel=\"noopener\">Abstract (20 Kb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/1_Introduction.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Ch 1.<\/strong> Introduction (1 mb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/2_DataModelsMethod1.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Ch 2.<\/strong> Ambient Monitoring Method, Air Quality Models and Source Apportionment Methods (1 mb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/3_BigBendBxtBudge1.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Ch 3.<\/strong> Big Bend&#8217;s Aerosol and Extinction Budgets during BRAVO (1 mb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/4_TrajEvaluatio1.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Ch 4.<\/strong> Airmass History Biases as Functions of Back Trajectory Model and Input Meteorological Data (6.5 mb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/5_TracerSimulatio1.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Ch 5.<\/strong> Forward Model Simulation of BRAVO Tracer Concentrations (350 Kb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/6_REMSAD.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Ch 6.<\/strong> REMSAD Sulfur Simulation and Apportionment for BBNP (1.8 mb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/7_ReceptorModelEvaluatio1.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Ch 7.<\/strong> Receptor Model Evaluation (1 mb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/8_ReceptorModelApportionmen1.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Ch 8.<\/strong> Receptor Oriented Apportionment for BBNP (4.5 mb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/9_conclusion1.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Ch 9.<\/strong> Reconciliation of Source Apportionment Results and Conclusions (250 Kb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/Reference1.pdf\" target=\"_blank\" rel=\"noopener\">References (75 Kb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/App_2aRadarWindProfiler.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Appendix 2a:<\/strong> Radar Wind Profiler Data (1.5 mb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/App_2bSurfaceMeteorology.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Appendix 2b:<\/strong> Surface Meteorology (50 kb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/App4aGreenWindFieldEvaluation.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Appendix 4a:<\/strong> Comparison of MM5, EDAS, and FNL Winds to Radar Wind Profiler Winds (150 Kb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/App4bCAPITAMC_TrajectoriesCIRA.ppt\" target=\"_blank\" rel=\"noopener\"><strong>Appendix 4b:<\/strong> CAPITAMC Back Trajectories (12 mb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/App4c_HYSPLIT_TrajectoriesCIRA.ppt\" target=\"_blank\" rel=\"noopener\"><strong>Appendix 4c:<\/strong> HYSPLIT Back Trajectories (6 mb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/App4d_ATAD_TrajectoriesCIRA.ppt\" target=\"_blank\" rel=\"noopener\"><strong>Appendix 4d:<\/strong> ATAD Back Trajectories (4 mb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/App_6aBRAVOsiteStats.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Appendix 6a:<\/strong> Performance Statistics: BRAVO Monitors (170 kb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/App_6bBRAVOsiteGraphs.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Appendix 6b:<\/strong> Predicted and Observed SO2, SO4, and Total Sulfur Time Series: BRAVO Monitors (150 kb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/App_6cCASTNETsiteStats.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Appendix 6c:<\/strong> Performance Statistics: CASTNet Monitors (300 kb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/App_6dCASTNETsiteGraphs.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Appendix 6d:<\/strong> Predicted and Observed SO2, SO4, and Total Sulfur Time Series: CASTNet Monitors (200 kb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/App_6eSO4SO2ratios.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Appendix 6e:<\/strong> Predicted and Observed SO2, SO4, Total Sulfur and SO4 \/SO2 ratios at Selected CASTNet Monitors (85 kb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/App8aSummaryStatistics.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Appendix 8a:<\/strong> Summary Statistics for BRAVO Monitoring Data (1.5 mb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/App8b_DailySulfurPatternsCIRA.ppt\" target=\"_blank\" rel=\"noopener\"><strong>Appendix 8b:<\/strong> Daily Map of Fine Particulate Sulfur Concentrations (2 mb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2025\/06\/App8cAi-MassTransportEpisodes.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Appendix 8c:<\/strong> Airmass Transport to Big Bend, Texas, during Each Particulate Sulfur Episode (1 mb)<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/vista.cira.colostate.edu\/Improve\/wp-content\/uploads\/2016\/05\/Acronym-List.pdf\" target=\"_blank\" rel=\"noopener\">List of Acronyms and Abbreviations (100 Kb)<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Big Bend Regional Aerosol and Visibility Observational (BRAVO) Study Results The National Park Service (NPS) and Cooperative Institute for Research in the Atmosphere (CIRA) conducted a number of analyses to understand the physical and optical properties of haze and the contributions of source regions to Big Bend&#8217;s sulfate and haze.&nbsp; The source apportionment studies incorporated [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-1994","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/vista.cira.colostate.edu\/Improve\/wp-json\/wp\/v2\/pages\/1994","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vista.cira.colostate.edu\/Improve\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/vista.cira.colostate.edu\/Improve\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/vista.cira.colostate.edu\/Improve\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/vista.cira.colostate.edu\/Improve\/wp-json\/wp\/v2\/comments?post=1994"}],"version-history":[{"count":6,"href":"https:\/\/vista.cira.colostate.edu\/Improve\/wp-json\/wp\/v2\/pages\/1994\/revisions"}],"predecessor-version":[{"id":4626,"href":"https:\/\/vista.cira.colostate.edu\/Improve\/wp-json\/wp\/v2\/pages\/1994\/revisions\/4626"}],"wp:attachment":[{"href":"https:\/\/vista.cira.colostate.edu\/Improve\/wp-json\/wp\/v2\/media?parent=1994"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}