Matches in SemOpenAlex for { <https://semopenalex.org/work/W4281690680> ?p ?o ?g. }
- W4281690680 abstract "Abstract The impact of climate change on the oxygen saturation content of the world’s surface waters is a significant topic for future water quality in a warming environment. While increasing river water temperatures (RWTs) with climate change signals have been the subject of several recent research, how climate change affects Dissolved Oxygen (DO) saturation levels have not been intensively studied. This study examined the direct effect of rising RWTs on saturated DO concentrations. For this, a hybrid deep learning model using Long Short-Term Memory integrated with k-nearest neighbor bootstrap resampling algorithm is developed for RWT prediction addressing sparse spatiotemporal RWT data for seven major polluted river catchments of India at a monthly scale. The summer RWT increase for Tunga-Bhadra, Sabarmati, Musi, Ganga, and Narmada basins are predicted as 3.1, 3.8, 5.8, 7.3, 7.8 °C, respectively, for 2071–2100 with ensemble of NASA Earth Exchange Global Daily Downscaled Projections of air temperature with Representative Concentration Pathway 8.5 scenario. The RWT increases up to7 °C for summer, reaching close to 35 °C, and decreases DO saturation capacity by 2–12% for 2071–2100. Overall, for every 1 °C RWT increase, there will be about 2.3% decrease in DO saturation level concentrations over Indian catchments under climate signals." @default.
- W4281690680 created "2022-06-13" @default.
- W4281690680 creator A5038516849 @default.
- W4281690680 creator A5072761437 @default.
- W4281690680 date "2022-06-02" @default.
- W4281690680 modified "2023-09-26" @default.
- W4281690680 title "Impact of climate change on river water temperature and dissolved oxygen: Indian riverine thermal regimes" @default.
- W4281690680 cites W1555560002 @default.
- W4281690680 cites W1605724539 @default.
- W4281690680 cites W1689711448 @default.
- W4281690680 cites W1964450499 @default.
- W4281690680 cites W1967614778 @default.
- W4281690680 cites W1968317731 @default.
- W4281690680 cites W1976676731 @default.
- W4281690680 cites W1989784675 @default.
- W4281690680 cites W1989910206 @default.
- W4281690680 cites W1990471334 @default.
- W4281690680 cites W1997823550 @default.
- W4281690680 cites W2000377398 @default.
- W4281690680 cites W2003116634 @default.
- W4281690680 cites W2020656512 @default.
- W4281690680 cites W2021638339 @default.
- W4281690680 cites W2022783833 @default.
- W4281690680 cites W2025867198 @default.
- W4281690680 cites W2030043236 @default.
- W4281690680 cites W2033904036 @default.
- W4281690680 cites W2035174903 @default.
- W4281690680 cites W2038098184 @default.
- W4281690680 cites W2042262906 @default.
- W4281690680 cites W2050022705 @default.
- W4281690680 cites W2057705926 @default.
- W4281690680 cites W2058998445 @default.
- W4281690680 cites W2064424033 @default.
- W4281690680 cites W2064675550 @default.
- W4281690680 cites W2069143585 @default.
- W4281690680 cites W2073453836 @default.
- W4281690680 cites W2089826718 @default.
- W4281690680 cites W2095703866 @default.
- W4281690680 cites W2125931262 @default.
- W4281690680 cites W2126890351 @default.
- W4281690680 cites W2127403333 @default.
- W4281690680 cites W2137825550 @default.
- W4281690680 cites W2164482901 @default.
- W4281690680 cites W2166517896 @default.
- W4281690680 cites W2170273899 @default.
- W4281690680 cites W2190286232 @default.
- W4281690680 cites W2288796495 @default.
- W4281690680 cites W2461976058 @default.
- W4281690680 cites W2467099544 @default.
- W4281690680 cites W2534571818 @default.
- W4281690680 cites W2587306689 @default.
- W4281690680 cites W2593982509 @default.
- W4281690680 cites W2739676102 @default.
- W4281690680 cites W2756376687 @default.
- W4281690680 cites W2758560305 @default.
- W4281690680 cites W2785712409 @default.
- W4281690680 cites W2788939438 @default.
- W4281690680 cites W2807044567 @default.
- W4281690680 cites W2894406638 @default.
- W4281690680 cites W2900276876 @default.
- W4281690680 cites W2923781542 @default.
- W4281690680 cites W2964716869 @default.
- W4281690680 cites W2972302268 @default.
- W4281690680 cites W2998360343 @default.
- W4281690680 cites W3012891765 @default.
- W4281690680 cites W3030628169 @default.
- W4281690680 cites W3034142364 @default.
- W4281690680 cites W3040007109 @default.
- W4281690680 cites W3084919280 @default.
- W4281690680 cites W3127555882 @default.
- W4281690680 cites W3150752008 @default.
- W4281690680 cites W3180199071 @default.
- W4281690680 cites W3198554376 @default.
- W4281690680 cites W4221068792 @default.
- W4281690680 cites W4246805110 @default.
- W4281690680 doi "https://doi.org/10.1038/s41598-022-12996-7" @default.
- W4281690680 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35655079" @default.
- W4281690680 hasPublicationYear "2022" @default.
- W4281690680 type Work @default.
- W4281690680 citedByCount "9" @default.
- W4281690680 countsByYear W42816906802022 @default.
- W4281690680 countsByYear W42816906802023 @default.
- W4281690680 crossrefType "journal-article" @default.
- W4281690680 hasAuthorship W4281690680A5038516849 @default.
- W4281690680 hasAuthorship W4281690680A5072761437 @default.
- W4281690680 hasBestOaLocation W42816906801 @default.
- W4281690680 hasConcept C114614502 @default.
- W4281690680 hasConcept C115343472 @default.
- W4281690680 hasConcept C126645576 @default.
- W4281690680 hasConcept C127313418 @default.
- W4281690680 hasConcept C132651083 @default.
- W4281690680 hasConcept C187320778 @default.
- W4281690680 hasConcept C18903297 @default.
- W4281690680 hasConcept C205649164 @default.
- W4281690680 hasConcept C2780797713 @default.
- W4281690680 hasConcept C33923547 @default.
- W4281690680 hasConcept C39432304 @default.
- W4281690680 hasConcept C49204034 @default.
- W4281690680 hasConcept C58640448 @default.
- W4281690680 hasConcept C76886044 @default.