Matches in SemOpenAlex for { <https://semopenalex.org/work/W3184621167> ?p ?o ?g. }
- W3184621167 endingPage "1009" @default.
- W3184621167 startingPage "1009" @default.
- W3184621167 abstract "It is essential to maintain the health of forests so that they are protected against a diverse range of stressors and show improved resilience. An area-based forest health map is required for efficient forest management on a national scale however, most national forest inventories are based on in-situ observations. This study examined methodologies to establish an area-based map on tree vitality grade using field survey data, particularly that containing information on several trees at one point. The forest health monitoring dataset of the Republic of Korea was used in combination with 37 satellite-based environmental predictors. Four methods were considered: Multinomial logistic regression (MLR), random forest classification (RF), indicator kriging (IK), and multi-model ensemble (MME) approaches using species distribution models. The MLR and RF produced biased results, whereby almost all regions were classified as first grade; the spatialization results of these methods were considered inappropriate for forest management. The maps produced using the IK and MME methods improved the distinctions between the distributions of five grades compared to the previous two methodologies however, the MME method produced better results, reliably reflecting topographical and climatic characteristics. Comparisons with the vegetation condition index and bioclimate vulnerability index also emphasized the usefulness of the MME. This study is particularly relevant to the national forest managers who struggle to find the most effective forest monitoring and management strategies. Suggestions to improve spatialization of field survey data are further discussed." @default.
- W3184621167 created "2021-08-02" @default.
- W3184621167 creator A5027210423 @default.
- W3184621167 creator A5032353824 @default.
- W3184621167 creator A5048200527 @default.
- W3184621167 creator A5066876141 @default.
- W3184621167 creator A5072805794 @default.
- W3184621167 creator A5084578645 @default.
- W3184621167 date "2021-07-29" @default.
- W3184621167 modified "2023-10-14" @default.
- W3184621167 title "Multi-Model Approaches to the Spatialization of Tree Vitality Surveys: Constructing a National Tree Vitality Map" @default.
- W3184621167 cites W1526319989 @default.
- W3184621167 cites W1765223253 @default.
- W3184621167 cites W1829577139 @default.
- W3184621167 cites W1902238321 @default.
- W3184621167 cites W1964837462 @default.
- W3184621167 cites W1973618291 @default.
- W3184621167 cites W1983640898 @default.
- W3184621167 cites W1988525493 @default.
- W3184621167 cites W1989511687 @default.
- W3184621167 cites W1999860964 @default.
- W3184621167 cites W2002758482 @default.
- W3184621167 cites W2012735201 @default.
- W3184621167 cites W2018205127 @default.
- W3184621167 cites W2030675529 @default.
- W3184621167 cites W2040185109 @default.
- W3184621167 cites W2042441664 @default.
- W3184621167 cites W2047127568 @default.
- W3184621167 cites W2056868695 @default.
- W3184621167 cites W2062045086 @default.
- W3184621167 cites W2071796534 @default.
- W3184621167 cites W2072381293 @default.
- W3184621167 cites W2084513617 @default.
- W3184621167 cites W2086154193 @default.
- W3184621167 cites W2098877183 @default.
- W3184621167 cites W2115265399 @default.
- W3184621167 cites W2127367934 @default.
- W3184621167 cites W2129913788 @default.
- W3184621167 cites W2158485250 @default.
- W3184621167 cites W2164711041 @default.
- W3184621167 cites W2416708566 @default.
- W3184621167 cites W2560901046 @default.
- W3184621167 cites W2566203195 @default.
- W3184621167 cites W2587019393 @default.
- W3184621167 cites W2726658241 @default.
- W3184621167 cites W2771714473 @default.
- W3184621167 cites W2790859635 @default.
- W3184621167 cites W2801556613 @default.
- W3184621167 cites W2914116870 @default.
- W3184621167 cites W2926287206 @default.
- W3184621167 cites W2947016329 @default.
- W3184621167 cites W2955375807 @default.
- W3184621167 cites W2982681833 @default.
- W3184621167 cites W3145276257 @default.
- W3184621167 cites W4293171766 @default.
- W3184621167 cites W79198529 @default.
- W3184621167 doi "https://doi.org/10.3390/f12081009" @default.
- W3184621167 hasPublicationYear "2021" @default.
- W3184621167 type Work @default.
- W3184621167 sameAs 3184621167 @default.
- W3184621167 citedByCount "2" @default.
- W3184621167 countsByYear W31846211672022 @default.
- W3184621167 countsByYear W31846211672023 @default.
- W3184621167 crossrefType "journal-article" @default.
- W3184621167 hasAuthorship W3184621167A5027210423 @default.
- W3184621167 hasAuthorship W3184621167A5032353824 @default.
- W3184621167 hasAuthorship W3184621167A5048200527 @default.
- W3184621167 hasAuthorship W3184621167A5066876141 @default.
- W3184621167 hasAuthorship W3184621167A5072805794 @default.
- W3184621167 hasAuthorship W3184621167A5084578645 @default.
- W3184621167 hasBestOaLocation W31846211671 @default.
- W3184621167 hasConcept C105795698 @default.
- W3184621167 hasConcept C107826830 @default.
- W3184621167 hasConcept C119857082 @default.
- W3184621167 hasConcept C144024400 @default.
- W3184621167 hasConcept C147103442 @default.
- W3184621167 hasConcept C169258074 @default.
- W3184621167 hasConcept C18903297 @default.
- W3184621167 hasConcept C19165224 @default.
- W3184621167 hasConcept C202444582 @default.
- W3184621167 hasConcept C205649164 @default.
- W3184621167 hasConcept C2776191655 @default.
- W3184621167 hasConcept C2777031145 @default.
- W3184621167 hasConcept C2778755073 @default.
- W3184621167 hasConcept C28631016 @default.
- W3184621167 hasConcept C2993660981 @default.
- W3184621167 hasConcept C33923547 @default.
- W3184621167 hasConcept C39432304 @default.
- W3184621167 hasConcept C41008148 @default.
- W3184621167 hasConcept C58640448 @default.
- W3184621167 hasConcept C62649853 @default.
- W3184621167 hasConcept C86803240 @default.
- W3184621167 hasConcept C9652623 @default.
- W3184621167 hasConcept C97137747 @default.
- W3184621167 hasConceptScore W3184621167C105795698 @default.
- W3184621167 hasConceptScore W3184621167C107826830 @default.
- W3184621167 hasConceptScore W3184621167C119857082 @default.
- W3184621167 hasConceptScore W3184621167C144024400 @default.