{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T01:41:26Z","timestamp":1760146886047,"version":"build-2065373602"},"reference-count":160,"publisher":"MDPI AG","issue":"24","license":[{"start":{"date-parts":[[2024,12,19]],"date-time":"2024-12-19T00:00:00Z","timestamp":1734566400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100004837","name":"MCIN\/AEI\/10.13039\/501100011033","doi-asserted-by":"publisher","award":["PID2020-118886RB-I00","FPU18\/05027","FPU FPU22\/04489"],"award-info":[{"award-number":["PID2020-118886RB-I00","FPU18\/05027","FPU FPU22\/04489"]}],"id":[{"id":"10.13039\/501100004837","id-type":"DOI","asserted-by":"publisher"}]},{"name":"2022\u20132026 Convocation (Government of Aragon)","award":["PID2020-118886RB-I00","FPU18\/05027","FPU FPU22\/04489"],"award-info":[{"award-number":["PID2020-118886RB-I00","FPU18\/05027","FPU FPU22\/04489"]}]},{"name":"Ministry of Universities","award":["PID2020-118886RB-I00","FPU18\/05027","FPU FPU22\/04489"],"award-info":[{"award-number":["PID2020-118886RB-I00","FPU18\/05027","FPU FPU22\/04489"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>The assessment of fire effects in Aleppo pine forests is crucial for guiding the recovery of burnt areas. This study presents a methodology using UAV-LiDAR data to quantify malleability and elasticity in four burnt areas (1970, 1995, 2008 and 2015) through the statistical analysis of different metrics related to height structure and diversity (Height mean, 99th percentile and Coefficient of Variation), coverage, relative shape and distribution strata (Canopy Cover, Canopy Relief Ratio and Strata Percent Coverage), and canopy complexity (Profile Area and Profile Area Change). In general terms, malleability decreases over time in forest ecosystems that have been affected by wildfires, whereas elasticity is higher than what has been determined in previous studies. However, a particular specificity has been detected from the 1995 fire, so we can assume that there are other situational factors that may be affecting ecosystem resilience. LiDAR metrics and uni-temporal sampling between burnt sectors and control aids are used to understand community resilience and to identify the different recovery stages in P. halepensis forests.<\/jats:p>","DOI":"10.3390\/rs16244738","type":"journal-article","created":{"date-parts":[[2024,12,19]],"date-time":"2024-12-19T06:50:44Z","timestamp":1734591044000},"page":"4738","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Methodological Approach for Assessing the Post-Fire Resilience of Pinus halepensis Mill. Plant Communities Using UAV-LiDAR Data Across a Chronosequence"],"prefix":"10.3390","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-8815-660X","authenticated-orcid":false,"given":"Sergio","family":"Larraz-Juan","sequence":"first","affiliation":[{"name":"Department of Geography and Land Management, University of Zaragoza, Pedro Cerbuna 12, 50009 Zaragoza, Spain"},{"name":"University Institute of Research in Environmental Sciences (IUCA), University of Zaragoza, 50009 Zaragoza, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4831-4060","authenticated-orcid":false,"given":"Fernando","family":"P\u00e9rez-Cabello","sequence":"additional","affiliation":[{"name":"Department of Geography and Land Management, University of Zaragoza, Pedro Cerbuna 12, 50009 Zaragoza, Spain"},{"name":"University Institute of Research in Environmental Sciences (IUCA), University of Zaragoza, 50009 Zaragoza, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9123-304X","authenticated-orcid":false,"given":"Ra\u00fal","family":"Hoffr\u00e9n Mansoa","sequence":"additional","affiliation":[{"name":"Department of Geography and Land Management, University of Zaragoza, Pedro Cerbuna 12, 50009 Zaragoza, Spain"},{"name":"University Institute of Research in Environmental Sciences (IUCA), University of Zaragoza, 50009 Zaragoza, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3359-6213","authenticated-orcid":false,"given":"Cristian","family":"Iranzo Cubel","sequence":"additional","affiliation":[{"name":"Department of Geography and Land Management, University of Zaragoza, Pedro Cerbuna 12, 50009 Zaragoza, Spain"},{"name":"University Institute of Research in Environmental Sciences (IUCA), University of Zaragoza, 50009 Zaragoza, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7403-1764","authenticated-orcid":false,"given":"Raquel","family":"Montorio","sequence":"additional","affiliation":[{"name":"Department of Geography and Land Management, University of Zaragoza, Pedro Cerbuna 12, 50009 Zaragoza, Spain"},{"name":"University Institute of Research in Environmental Sciences (IUCA), University of Zaragoza, 50009 Zaragoza, Spain"}]}],"member":"1968","published-online":{"date-parts":[[2024,12,19]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"1171","DOI":"10.1016\/j.scitotenv.2016.03.115","article-title":"Resilience of Mediterranean terrestrial ecosystems and fire severity in semiarid areas: Responses of Aleppo pine forests in the short, mid and long term","volume":"573","author":"Moya","year":"2016","journal-title":"Sci. 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