Detecting canopy openings in logged-over forests: a multi-classifier analysis of PlanetScope imagery

QR Code

Detecting canopy openings in logged-over forests: a multi-classifier analysis of PlanetScope imagery

This study focused on the detection of forest canopy openings resulting from harvesting activities in hill tropical forests. Canopy openings, whether natural or human-induced, can have detrimental effects on forest ecosystems. Traditional ground surveys to assess the extent of canopy opening can be...

Full description

Bibliographic Details
Published in:	Southern Forests
Main Author:	Mawlidan N.; Ismail M.H.; Gandaseca S.; Rahmawaty; Yaakub N.F.
Format:	Article
Language:	English
Published:	National Inquiry Services Centre Ltd 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85190244439&doi=10.2989%2f20702620.2023.2273478&partnerID=40&md5=c4f29f699b4cc8551198b0e6660f32bc

Similar Items

Detecting canopy openings in logged-over forests: a multi-classifier analysis of PlanetScope imagery
by: Mawlidan, et al.
Published: (2024)

EFFECTS of FOREST GAP SIZE on TREE SPECIES DIVERSITY in LOGGED-OVER FOREST, BANGI FOREST RESERVE, SELANGOR, MALAYSIA
by: Fitri Z.A.; Firdaus A.S.M.; Sobre Z.M.; Murshidi Z.M.; Hazlan N.H.N.; Norafida N.A.N.; Norilani W.I.W.; Latiff A.
Published: (2022)

Carbon Storage of Mangrove Forests in Sarawak, Malaysia
by: Gandaseca S.; Ariyanto C.I.; Rahmawaty; Pazi A.M.M.
Published: (2023)

Species composition, community structure and diversity of trees in a logged-over riparian forest at Hulu Sungai Sedili Besar, Johor, Malaysia
by: Fitri A.Z.; Firdaus A.S.M.; Norazlinda M.; Nizam M.S.; Rasul A.H.M.; Ridwan H.M.; Norafida N.A.N.; Hazlan N.H.N.; Sobre Z.M.; Murshidi M.; Firdaus Z.A.; Latiff A.
Published: (2020)

COMPARISON OF CANOPY COVER EFFECTS ON RAINFALL INTERCEPTION LOSS IN TROPICAL FOREST WITH HOMOGENOUS AND MIXED TREE SPECIES
by: Bakar A.A.A.; Latif Z.A.; Lee W.-K.
Published: (2023)

Analysis of Canopy Height Model (CHM) Extraction using Quick Terrain Modeller (QTM) for Tropical Forest Area
by: Mohd Zaki N.A.; Rajuli M.F.; Latif Z.A.; Suratman M.N.; Omar H.; Norashikin S.; Zainal M.Z.; Talib N.
Published: (2020)

Mel-log energies analysis of authentic audible intrusion activities in a Malaysian forest
by: Afendi A.S.M.; Yusoff M.; Omar M.
Published: (2020)

Mapping of Temporally Dynamic Tropical Forest and Plantations Canopy Height in Borneo Utilizing TanDEM-X InSAR and Multi-sensor Remote Sensing Data
by: Suab S.A.; Supe H.; Louw A.S.; Avtar R.; Korom A.; Xinyu C.
Published: (2024)

Statistical Analysis for Forest Fire Factors Using Geography Information System (GIS) and Remote Sensing Imagery
by: Aziz N.F.A.; Ya’acob N.; Yusof A.L.; Omar H.
Published: (2025)

Interception Loss of Tree Canopy as Green Infrastructure
by: Azida A.B.A.
Published: (2021)

Analysis of the Relationship between Forest Fire and Land Surface Temperature using Landsat 8 OLI/TIRS Imagery
by: Junaidi S.N.; Khalid N.; Othman A.N.; Hamid J.R.A.; Saad N.M.
Published: (2021)

Biodiversity Study of Mangrove Forest in Lawas Sarawak
by: Gandaseca S.; Arianto C.I.; Pazi A.M.M.
Published: (2024)

Splitting issues in eucalyptus logs
by: Espey M.; Md Tahir P.; Lee S.H.; Muhammad Roseley A.S.; Meder R.
Published: (2023)

Landslide Detection Using Analysed UAV Imagery
by: Ya’acob N.; Rahman A.A.A.; Yusof A.L.; Ali D.M.; Naim N.F.
Published: (2025)

Profitability of coffee-based agroforestry system to support farmers' income in Toba Regency, North Sumatra Province, Indonesia
by: Rahmawaty; Amelia I.; Rauf A.; Ismail M.H.; Gandaseca S.
Published: (2024)

Numerical Investigation of Flow and Dispersion over Two-Dimensional Semi-Open Street Canyon
by: Ibrahim M.F.; Mohamad M.F.; Ikegaya N.; Razak A.A.
Published: (2023)

Bridge Pillar Defect Detection using Close Range Thermography Imagery
by: Rasib A.W.; Yaacob M.L.M.; Idris N.H.; Zainuddin K.; Dollah R.; Yusof N.M.; Rahaman N.A.; Ahmad S.; Hamid N.A.; Mhapo A.M.
Published: (2022)

Surf zone mapping using multirotor unmanned aerial vehicle imagery
by: Che Mat N.; Tahar K.N.
Published: (2019)

Effect of protruding eave on the turbulence structures over two-dimensional semi-open street canyon
by: Alwi A.; Mohamad M.F.; Ikegaya N.; Razak A.A.
Published: (2023)

Hermite-hadamard type inequalities for composite log-convex functions
by: Alam N.M.F.H.N.B.; Akbarally A.B.; Dragomir S.S.
Published: (2020)

Illegal Logging Vehicle Detection and Classification in Forward Scatter Radar
by: Rashid N.E.A.; Khan Z.I.; Shariff K.K.M.; Zakaria N.A.Z.; Hussin M.F.; Rahim S.A.E.A.
Published: (2021)

Interpreting Avian Imagery in Minangkabau Patterns: Insights from Fiqh and Sufism perspectives
by: Herwandi, et al.
Published: (2023)

Log Out or Stay Connected? Unveiling the Intention for Continuous Use in the Metaverse
by: Chong K.M.; Cham T.-H.; Lau E.; Wong B.K.M.; Syed Annuar S.N.
Published: (2023)

Community Perception and Participation Towards Managing the Impact of Climate Change in North Sumatra Province
by: Rahmawaty; Ismail M.H.; Rauf A.; Gandaseca S.; Karuniasa M.; Tedong P.A.; Kim Y.
Published: (2024)

Fusion of multispectral imagery and LiDAR data for roofing materials and roofing surface conditions assessment
by: Norman M.; Shafri H.Z.M.; Mansor S.; Yusuf B.; Radzali N.A.W.M.
Published: (2020)

Accuracy Assessment of Automatic Road Features Extraction from Unmanned Autonomous Vehicle (UAV) Imagery
by: Bohari S.N.; Ahmad A.; Talib N.; A. Hajis A.M.H.
Published: (2021)

Predicting sand size distribution based on well logs of east Malaysia basins
by: Geraman J.J.A.J.; Mat-Shayuti M.S.; Othman N.H.; Alias N.H.; Marpani F.; Tengku Mohd T.A.
Published: (2023)

Enhancing free throw basketball shooting ability in female basketball players through imagery and concentration exercises
by: Alimuddin; Khairunnisa A.; Dinata W.W.; Rifki M.S.; Komaini A.; Igoresky A.; Liza; Asman A.; Nazri S.B.M.; Wahyudin
Published: (2024)

A REVIEW OF METHODS AND REGRESSION MODELS USING SATELLITE IMAGERIES ON PHYTOPLANKTON'S WATER QUALITY PARAMETERS ESTIMATION
by: Muhamad, et al.
Published: (2023)

Mangrove Area Delineation using Object-Based Classification on Sentinel-2 Imagery: Tuba Island, Langkawi
by: Mokhtar E.S.; Majid M.A.A.A.; Norman M.; Roslani M.A.; Nasirun N.; Mohammad Z.
Published: (2022)

Identifying The Potential Sources of Chemical Elements in Drainage and Rivers Using Google Earth Imageries and Posteriori Knowledge
by: Awang N.W.; Mahmud M.R.; Ting S.K.; Yi T.J.; Noor Rashid N.A.
Published: (2022)

Real-Time IoT-Blynk Application for Log Hive Weight Monitoring in Stingless Bees
by: Md Jani M.M.; Hairuddin M.A.; Ja’afar H.; Rustam I.; Almisreb A.A.; Khirul Ashar N.D.
Published: (2024)

An Overview of Log Periodic Dipole Antenna (LPDA) UiTM Site and the Progress Status
by: Norsham N.A.M.; Hamidi Z.S.; Shariff N.N.M.; Husien N.; Zainol N.H.; Sabri S.N.U.
Published: (2021)

Mangrove cover change (2005–2019) in the Northern of Medan City, North Sumatra, Indonesia
by: Rahmawaty; Siahaan J.; Nuryawan A.; Harahap M.M.; Ismail M.H.; Rauf A.; Kurniawan H.; Gandaseca S.; Karuniasa M.
Published: (2023)

Intelligent Method for Classifying the Freshness of Coffee
by: Awang A.L.W.; Yassin I.M.; Mahmood M.K.A.; Ali M.S.A.M.; Osman F.N.; Yeow M.T.K.; Eskandari F.; Salim A.; Khan Z.I.
Published: (2023)

An Analysis of Parameter Radiation Pattern and Gain Due to Specific Frequency of Log Periodic Dipole Antenna
by: Ismail, et al.
Published: (2023)

Impact of learning analytics feedback on self-regulated learning: Triangulating behavioural logs with students' recall
by: Lim L.-A.; Gasevic D.; Matcha W.; Ahmad Uzir N.; Dawson S.
Published: (2021)

The Implementation of Log Periodic Dipole Antenna (LPDA) and CALLISTO system on Solar Radio Bursts Observation
by: Mohamad Ansor N.; Hamidi Z.S.; Shariff N.N.M.
Published: (2021)

Habitat preferences of Amorphopahllus sp. Silaiya village, Sayur Matinggi District, North Sumatra, Indonesia
by: Rambey R.; Rahmawaty; Suratman M.N.; Gandaseca S.; Rauf A.; Nababan E.S.M.; Delvian; Aththorick T.A.; Ismail M.H.; Saputra M.H.
Published: (2024)

Natural Growth Model of Amorphophallus gigas from Simandiangin Hamlet, Sungai Kanan District, North Sumatra
by: Nababan E.S.M.; Rambey R.; Rahmawaty; Rauf A.; Delvian; Aththorick T.A.; Ismail M.H.; Saputra M.H.; Gandaseca S.; Suratman M.N.
Published: (2024)