[HTML][HTML] Coast type based accuracy assessment for coastline extraction from satellite image with machine learning classifiers
Oİ Çelik, C Gazioğlu - The Egyptian Journal of Remote Sensing and Space …, 2022 - Elsevier
Abstract Machine learning (ML) classifiers provide convenience and accuracy in coastline
extraction compared to traditional methods and image processing techniques. In literature …
extraction compared to traditional methods and image processing techniques. In literature …
Using a water index approach to mapping periodically inundated saltmarsh land-cover vegetation and eco-zonation using multi-temporal Landsat 8 imagery
SMR Alam, MS Hossain - Journal of Coastal Conservation, 2024 - Springer
Saltmarsh land-cover (SLC) ecosystems, composed of unvegetated mudflats, saltmarshes,
mangroves, and/or seagrass communities, are vulnerable to climate-induced impacts, such …
mangroves, and/or seagrass communities, are vulnerable to climate-induced impacts, such …
Integration of the k-nearest neighbours and patch-based features for PolSAR image classification by using a two-branch residual network
M Imani - Remote Sensing Letters, 2021 - Taylor & Francis
ABSTRACT A two-branch residual deep learning network is proposed for polarimetric
synthetic aperture radar (PolSAR) image classification in this work. The proposed method …
synthetic aperture radar (PolSAR) image classification in this work. The proposed method …
Seasonal variability on cross-shore profile in meso-tidal settings due to lunar cycle effects in Kuala Terengganu Coast
MF Harris, MI Nadzri, KMKK Yusof… - … An International Journal …, 2024 - Springer
Kuala Terengganu, one of the coastal zones in Malaysia, is prone to natural hazard factors,
such as coastal erosion which may affect the morphological condition of the beaches in …
such as coastal erosion which may affect the morphological condition of the beaches in …
Coral habitat mapping: A comparison between maximum likelihood, Bayesian and Dempster–Shafer classifiers
This study deals with the mixed-pixel problem of detecting benthic habitat class membership
and evaluates two soft classifiers for coral habitat mapping on Lang Tengah island …
and evaluates two soft classifiers for coral habitat mapping on Lang Tengah island …
Mapping different types of shorelines from coarse-resolution imagery: Fuzzy classification method can deliver greater accuracy
ABSTRACT Hossain, MS; Muslim, AM; Pour, AB; Mohamad, MN; Alam, SMR; Nadzri, MI, and
Khalil, I., 2021. Mapping different types of shorelines from coarse-resolution imagery: Fuzzy …
Khalil, I., 2021. Mapping different types of shorelines from coarse-resolution imagery: Fuzzy …