FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285992080> ?p ?o ?g. }

• W4285992080 endingPage "115679" @default.
• W4285992080 startingPage "115679" @default.
• W4285992080 abstract "The Ganga-Brahmaputra moribund deltaic floodplain region hosted many socio-ecologically precious freshwater wetland ecosystems experiencing hydrological alteration. The present study aimed to model hydrological strength (HS) to show the spatial difference and account for the degree and direction of hydrological alteration of Indian moribund deltaic wetland in three phases e.g. (1) phase I (1988–1997), (2) phase II (1998–2007) and phase III (2008–2017). Three key hydrological parameters, such as Water Presence Frequency (WPF), water depth, and hydro-period were considered for hydrological strength modelling using two ensemble Machine Learning (ML) techniques (Random Forest (RF) and XGBoost). Image algebra was employed for phasal change detection. Hydrological strength models show that around 75% of the wetland area was lost in-between phases I to III and the loss was found more intensive in moderate and weak HS zones. Existing wetland shows a clear spatial difference of HS between wetland core and periphery and river linked and delinked or not linked wetlands. Regarding the suitability of the ML models, both are acceptable, however, the XGBoost outperformed in reference to applied 15 statistical validation techniques and field evidence. HS models based on change detection clarified that more than 22% and 55% of the weak HS zone in phases II and III respectively were turned into non-wetland. The degree of alteration revealed that about 40% of wetland areas experienced a negative alteration during phases I to II, and this proportion increased to 63% in between phases II to III. Since the study figured out the spatial nature of HS, degree and direction of alteration at a spatial scale, these findings would be instrumental for adopting rational planning towards wetland conservation and restoration." @default.
• W4285992080 created "2022-07-21" @default.
• W4285992080 creator A5029245519 @default.
• W4285992080 creator A5090825061 @default.
• W4285992080 date "2022-10-01" @default.
• W4285992080 modified "2023-10-14" @default.
• W4285992080 title "Modelling hydrological strength and alteration in moribund deltaic India" @default.
• W4285992080 cites W1982625400 @default.
• W4285992080 cites W1985479415 @default.
• W4285992080 cites W1994170870 @default.
• W4285992080 cites W1995107296 @default.
• W4285992080 cites W1995581599 @default.
• W4285992080 cites W1998477765 @default.
• W4285992080 cites W2077509829 @default.
• W4285992080 cites W2325919637 @default.
• W4285992080 cites W2519345517 @default.
• W4285992080 cites W2785454671 @default.
• W4285992080 cites W2787869792 @default.
• W4285992080 cites W2791932142 @default.
• W4285992080 cites W2912805991 @default.
• W4285992080 cites W2917821854 @default.
• W4285992080 cites W2949978392 @default.
• W4285992080 cites W2976174541 @default.
• W4285992080 cites W3007282129 @default.
• W4285992080 cites W3009111693 @default.
• W4285992080 cites W3014673353 @default.
• W4285992080 cites W3042210211 @default.
• W4285992080 cites W3047501384 @default.
• W4285992080 cites W3086265979 @default.
• W4285992080 cites W3091027894 @default.
• W4285992080 cites W3110791666 @default.
• W4285992080 cites W3112768070 @default.
• W4285992080 cites W3119067073 @default.
• W4285992080 cites W3120893442 @default.
• W4285992080 cites W3126693431 @default.
• W4285992080 cites W3127697315 @default.
• W4285992080 cites W3128768470 @default.
• W4285992080 cites W3128991192 @default.
• W4285992080 cites W3135404765 @default.
• W4285992080 cites W3136745369 @default.
• W4285992080 cites W3157432899 @default.
• W4285992080 cites W3158520344 @default.
• W4285992080 cites W3160330105 @default.
• W4285992080 cites W3162437832 @default.
• W4285992080 cites W3165268776 @default.
• W4285992080 cites W3168655130 @default.
• W4285992080 cites W3171001481 @default.
• W4285992080 cites W3172570074 @default.
• W4285992080 cites W3175227865 @default.
• W4285992080 cites W3177969889 @default.
• W4285992080 cites W3183485891 @default.
• W4285992080 cites W3183600011 @default.
• W4285992080 cites W3184653658 @default.
• W4285992080 cites W3189927302 @default.
• W4285992080 cites W3193051175 @default.
• W4285992080 cites W3193918735 @default.
• W4285992080 cites W3195793741 @default.
• W4285992080 cites W3196950275 @default.
• W4285992080 cites W3198955447 @default.
• W4285992080 cites W3200021186 @default.
• W4285992080 cites W3201788070 @default.
• W4285992080 cites W3202885263 @default.
• W4285992080 cites W3205507969 @default.
• W4285992080 cites W3206081734 @default.
• W4285992080 cites W3208777753 @default.
• W4285992080 cites W3213983423 @default.
• W4285992080 cites W3215159480 @default.
• W4285992080 cites W3215492073 @default.
• W4285992080 cites W3217131055 @default.
• W4285992080 cites W4200557869 @default.
• W4285992080 cites W4210271750 @default.
• W4285992080 cites W4210756497 @default.
• W4285992080 cites W4213124617 @default.
• W4285992080 cites W4214806397 @default.
• W4285992080 cites W4221006709 @default.
• W4285992080 cites W4221102166 @default.
• W4285992080 cites W4223489921 @default.
• W4285992080 doi "https://doi.org/10.1016/j.jenvman.2022.115679" @default.
• W4285992080 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35982551" @default.
• W4285992080 hasPublicationYear "2022" @default.
• W4285992080 type Work @default.
• W4285992080 citedByCount "0" @default.
• W4285992080 crossrefType "journal-article" @default.
• W4285992080 hasAuthorship W4285992080A5029245519 @default.
• W4285992080 hasAuthorship W4285992080A5090825061 @default.
• W4285992080 hasConcept C100970517 @default.
• W4285992080 hasConcept C110872660 @default.
• W4285992080 hasConcept C127313418 @default.
• W4285992080 hasConcept C142724271 @default.
• W4285992080 hasConcept C155681218 @default.
• W4285992080 hasConcept C187320778 @default.
• W4285992080 hasConcept C18903297 @default.
• W4285992080 hasConcept C205649164 @default.
• W4285992080 hasConcept C2776133958 @default.
• W4285992080 hasConcept C39432304 @default.
• W4285992080 hasConcept C58640448 @default.
• W4285992080 hasConcept C67715294 @default.
• W4285992080 hasConcept C71924100 @default.

• next