FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2947066650> ?p ?o ?g. }

• W2947066650 endingPage "3024" @default.
• W2947066650 startingPage "3024" @default.
• W2947066650 abstract "Land use and land cover (LULC) form a baseline thematic map for monitoring, resource management, and planning activities and facilitate the development of strategies to balance conservation, conflicting uses, and development pressures. In this study, changes in LULC in North Sumatra, Indonesia, are simulated and predicted using an artificial-neural-network-based cellular automaton (ANN-CA) model. Five criteria (altitude, slope, aspect, distance from the road, and soil type) are used as exploratory data in the learning process of the ANN-CA model to determine their impacts on LULC changes between 1990 and 2000; among the criteria, altitude and distance from the road have strong impacts. Comparison between the predicted and the real LULC maps for 2010 illustrates high agreement, with a Kappa index of 0.83 and a percentage of correctness of 87.28%. Then, the ANN-CA model is applied to predict LULC changes in 2050 and 2070. The LULC predictions for 2050 and 2070 demonstrate high increases in plantation area of more than 4%. Meanwhile, forest and crop area are projected to decrease by approximately 1.2% and 1.6%, respectively, by 2050. By 2070, forest and crop areas will decrease by 1.2% and 1.7%, respectively, indicating human influences on LULC changes from forest and cropland to plantations. This study illustrates that the simulation of LULC changes using the ANN-CA model can produce reliable predictions for future LULC." @default.
• W2947066650 created "2019-06-07" @default.
• W2947066650 creator A5029029222 @default.
• W2947066650 creator A5060981367 @default.
• W2947066650 date "2019-05-28" @default.
• W2947066650 modified "2023-10-13" @default.
• W2947066650 title "Prediction of Land Use and Land Cover Changes for North Sumatra, Indonesia, Using an Artificial-Neural-Network-Based Cellular Automaton" @default.
• W2947066650 cites W1972427064 @default.
• W2947066650 cites W1993243363 @default.
• W2947066650 cites W1999206029 @default.
• W2947066650 cites W1999829841 @default.
• W2947066650 cites W2005663833 @default.
• W2947066650 cites W2008249329 @default.
• W2947066650 cites W2026613776 @default.
• W2947066650 cites W2028476865 @default.
• W2947066650 cites W2051512952 @default.
• W2947066650 cites W2056887895 @default.
• W2947066650 cites W2059840171 @default.
• W2947066650 cites W2060533114 @default.
• W2947066650 cites W2078291859 @default.
• W2947066650 cites W2082375144 @default.
• W2947066650 cites W2089892649 @default.
• W2947066650 cites W2093262754 @default.
• W2947066650 cites W2106084229 @default.
• W2947066650 cites W2109925538 @default.
• W2947066650 cites W2110429721 @default.
• W2947066650 cites W2132227723 @default.
• W2947066650 cites W2135617432 @default.
• W2947066650 cites W2138730910 @default.
• W2947066650 cites W2151458409 @default.
• W2947066650 cites W2164777277 @default.
• W2947066650 cites W2170021941 @default.
• W2947066650 cites W2170288143 @default.
• W2947066650 cites W2485320693 @default.
• W2947066650 cites W2510985852 @default.
• W2947066650 cites W2607525600 @default.
• W2947066650 cites W2610254470 @default.
• W2947066650 cites W2754895706 @default.
• W2947066650 cites W2766529052 @default.
• W2947066650 cites W2884260323 @default.
• W2947066650 cites W2908390722 @default.
• W2947066650 cites W2946278859 @default.
• W2947066650 cites W3091994696 @default.
• W2947066650 doi "https://doi.org/10.3390/su11113024" @default.
• W2947066650 hasPublicationYear "2019" @default.
• W2947066650 type Work @default.
• W2947066650 sameAs 2947066650 @default.
• W2947066650 citedByCount "103" @default.
• W2947066650 countsByYear W29470666502019 @default.
• W2947066650 countsByYear W29470666502020 @default.
• W2947066650 countsByYear W29470666502021 @default.
• W2947066650 countsByYear W29470666502022 @default.
• W2947066650 countsByYear W29470666502023 @default.
• W2947066650 crossrefType "journal-article" @default.
• W2947066650 hasAuthorship W2947066650A5029029222 @default.
• W2947066650 hasAuthorship W2947066650A5060981367 @default.
• W2947066650 hasBestOaLocation W29470666501 @default.
• W2947066650 hasConcept C119857082 @default.
• W2947066650 hasConcept C154945302 @default.
• W2947066650 hasConcept C18903297 @default.
• W2947066650 hasConcept C205649164 @default.
• W2947066650 hasConcept C2524010 @default.
• W2947066650 hasConcept C2780648208 @default.
• W2947066650 hasConcept C33923547 @default.
• W2947066650 hasConcept C35527583 @default.
• W2947066650 hasConcept C39432304 @default.
• W2947066650 hasConcept C41008148 @default.
• W2947066650 hasConcept C4792198 @default.
• W2947066650 hasConcept C50644808 @default.
• W2947066650 hasConcept C58640448 @default.
• W2947066650 hasConcept C62649853 @default.
• W2947066650 hasConcept C6350597 @default.
• W2947066650 hasConcept C86803240 @default.
• W2947066650 hasConcept C93692415 @default.
• W2947066650 hasConceptScore W2947066650C119857082 @default.
• W2947066650 hasConceptScore W2947066650C154945302 @default.
• W2947066650 hasConceptScore W2947066650C18903297 @default.
• W2947066650 hasConceptScore W2947066650C205649164 @default.
• W2947066650 hasConceptScore W2947066650C2524010 @default.
• W2947066650 hasConceptScore W2947066650C2780648208 @default.
• W2947066650 hasConceptScore W2947066650C33923547 @default.
• W2947066650 hasConceptScore W2947066650C35527583 @default.
• W2947066650 hasConceptScore W2947066650C39432304 @default.
• W2947066650 hasConceptScore W2947066650C41008148 @default.
• W2947066650 hasConceptScore W2947066650C4792198 @default.
• W2947066650 hasConceptScore W2947066650C50644808 @default.
• W2947066650 hasConceptScore W2947066650C58640448 @default.
• W2947066650 hasConceptScore W2947066650C62649853 @default.
• W2947066650 hasConceptScore W2947066650C6350597 @default.
• W2947066650 hasConceptScore W2947066650C86803240 @default.
• W2947066650 hasConceptScore W2947066650C93692415 @default.
• W2947066650 hasFunder F4320334764 @default.
• W2947066650 hasIssue "11" @default.
• W2947066650 hasLocation W29470666501 @default.
• W2947066650 hasLocation W29470666502 @default.
• W2947066650 hasLocation W29470666503 @default.
• W2947066650 hasOpenAccess W2947066650 @default.
• W2947066650 hasPrimaryLocation W29470666501 @default.

• next