FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386280672> ?p ?o ?g. }

• W4386280672 endingPage "e0000119" @default.
• W4386280672 startingPage "e0000119" @default.
• W4386280672 abstract "Supporting sustainable lotic ecosystems and thermal habitats requires estimates of stream temperature that are high in scope and resolution across space and time. We combined and enhanced elements of existing stream temperature models to produce a new statistical model to address this need. Contrasting with previous models that estimated coarser metrics such as monthly or seasonal stream temperature or focused on individual watersheds, we modeled daily stream temperature across the entire calendar year for a broad geographic region. This model reflects mechanistic processes using publicly available climate and landscape covariates in a Generalized Additive Model framework. We allowed covariates to interact while accounting for nonlinear relationships between temporal and spatial covariates to better capture seasonal patterns. To represent variation in sensitivity to climate, we used a moving average of antecedent air temperatures over a variable duration linked to area-standardized streamflow. The moving average window size was longer for reaches having snow-dominated hydrology, especially at higher flows, whereas window size was relatively constant and low for reaches having rain-dominated hydrology. Our model’s ability to capture the temporally-variable impact of snowmelt improved its capacity to predict stream temperature across diverse geography for multiple years. We fit the model to stream temperatures from 1993–2013 and predicted daily stream temperatures for ~261,200 free-flowing stream reaches across the Pacific Northwest USA from 1990–2021. Our daily model fit well (RMSE = 1.76; MAE = 1.32°C). Cross-validation suggested that the model produced useful predictions at unsampled locations across diverse landscapes and climate conditions. These stream temperature predictions will be useful to natural resource practitioners for effective conservation planning in lotic ecosystems and for managing species such as Pacific salmon. Our approach is straightforward and can be adapted to new spatial regions, time periods, or scenarios such as the anticipated decline in snowmelt with climate change." @default.
• W4386280672 created "2023-08-31" @default.
• W4386280672 creator A5016065131 @default.
• W4386280672 creator A5016837913 @default.
• W4386280672 creator A5058081328 @default.
• W4386280672 creator A5065831079 @default.
• W4386280672 creator A5073941698 @default.
• W4386280672 date "2023-08-30" @default.
• W4386280672 modified "2023-10-02" @default.
• W4386280672 title "Daily stream temperature predictions for free-flowing streams in the Pacific Northwest, USA" @default.
• W4386280672 cites W1506192482 @default.
• W4386280672 cites W1590524616 @default.
• W4386280672 cites W1708726409 @default.
• W4386280672 cites W1749851208 @default.
• W4386280672 cites W1978611237 @default.
• W4386280672 cites W1985981257 @default.
• W4386280672 cites W1990429205 @default.
• W4386280672 cites W1993170471 @default.
• W4386280672 cites W2021638339 @default.
• W4386280672 cites W2046498361 @default.
• W4386280672 cites W2095679033 @default.
• W4386280672 cites W2097245156 @default.
• W4386280672 cites W2103751670 @default.
• W4386280672 cites W2106241999 @default.
• W4386280672 cites W2125772301 @default.
• W4386280672 cites W2133319490 @default.
• W4386280672 cites W2134754332 @default.
• W4386280672 cites W2135147814 @default.
• W4386280672 cites W2137991683 @default.
• W4386280672 cites W2140592679 @default.
• W4386280672 cites W2168313526 @default.
• W4386280672 cites W2185746548 @default.
• W4386280672 cites W2193606319 @default.
• W4386280672 cites W2294798173 @default.
• W4386280672 cites W2322436506 @default.
• W4386280672 cites W2342705887 @default.
• W4386280672 cites W2345542443 @default.
• W4386280672 cites W2347057720 @default.
• W4386280672 cites W2530960585 @default.
• W4386280672 cites W2560656592 @default.
• W4386280672 cites W2579573719 @default.
• W4386280672 cites W2599704556 @default.
• W4386280672 cites W2615830025 @default.
• W4386280672 cites W2618112362 @default.
• W4386280672 cites W2721615524 @default.
• W4386280672 cites W2756376687 @default.
• W4386280672 cites W2766836627 @default.
• W4386280672 cites W2770435064 @default.
• W4386280672 cites W2802602448 @default.
• W4386280672 cites W2889404290 @default.
• W4386280672 cites W2963296807 @default.
• W4386280672 cites W2971121186 @default.
• W4386280672 cites W2986776774 @default.
• W4386280672 cites W3000989483 @default.
• W4386280672 cites W3002379849 @default.
• W4386280672 cites W3009367059 @default.
• W4386280672 cites W3014967572 @default.
• W4386280672 cites W3015515412 @default.
• W4386280672 cites W3018005519 @default.
• W4386280672 cites W3031975063 @default.
• W4386280672 cites W3105612623 @default.
• W4386280672 cites W3112717819 @default.
• W4386280672 cites W3123428646 @default.
• W4386280672 cites W3133535855 @default.
• W4386280672 cites W3148023494 @default.
• W4386280672 cites W3185989705 @default.
• W4386280672 cites W3196113850 @default.
• W4386280672 cites W3197799992 @default.
• W4386280672 cites W4200495607 @default.
• W4386280672 cites W4210851495 @default.
• W4386280672 cites W4220907844 @default.
• W4386280672 cites W4281668075 @default.
• W4386280672 cites W4281671479 @default.
• W4386280672 cites W4283332935 @default.
• W4386280672 cites W4285727529 @default.
• W4386280672 cites W4286008021 @default.
• W4386280672 cites W4296196254 @default.
• W4386280672 cites W4321439338 @default.
• W4386280672 cites W4321783861 @default.
• W4386280672 cites W4322615255 @default.
• W4386280672 doi "https://doi.org/10.1371/journal.pwat.0000119" @default.
• W4386280672 hasPublicationYear "2023" @default.
• W4386280672 type Work @default.
• W4386280672 citedByCount "0" @default.
• W4386280672 crossrefType "journal-article" @default.
• W4386280672 hasAuthorship W4386280672A5016065131 @default.
• W4386280672 hasAuthorship W4386280672A5016837913 @default.
• W4386280672 hasAuthorship W4386280672A5058081328 @default.
• W4386280672 hasAuthorship W4386280672A5065831079 @default.
• W4386280672 hasAuthorship W4386280672A5073941698 @default.
• W4386280672 hasBestOaLocation W43862806721 @default.
• W4386280672 hasConcept C100970517 @default.
• W4386280672 hasConcept C105795698 @default.
• W4386280672 hasConcept C119043178 @default.
• W4386280672 hasConcept C126645576 @default.
• W4386280672 hasConcept C127313418 @default.
• W4386280672 hasConcept C129934472 @default.
• W4386280672 hasConcept C132651083 @default.

• next