FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2770640932> ?p ?o ?g. }

• W2770640932 endingPage "10316" @default.
• W2770640932 startingPage "10293" @default.
• W2770640932 abstract "Abstract Given the variable biogeochemical, physical, and hydrological processes driving fluvial sediment and nutrient export, the water science and management communities need data‐driven methods to identify regions prone to production and transport under variable hydrometeorological conditions. We use Bayesian analysis to segment concentration‐discharge linear regression models for total suspended solids (TSS) and particulate and dissolved phosphorus (PP, DP) using 22 years of monitoring data from 18 Lake Champlain watersheds. Bayesian inference was leveraged to estimate segmented regression model parameters and identify threshold position. The identified threshold positions demonstrated a considerable range below and above the median discharge—which has been used previously as the default breakpoint in segmented regression models to discern differences between pre and post‐threshold export regimes. We then applied a Self‐Organizing Map (SOM), which partitioned the watersheds into clusters of TSS, PP, and DP export regimes using watershed characteristics, as well as Bayesian regression intercepts and slopes. A SOM defined two clusters of high‐flux basins, one where PP flux was predominantly episodic and hydrologically driven; and another in which the sediment and nutrient sourcing and mobilization were more bimodal, resulting from both hydrologic processes at post‐threshold discharges and reactive processes (e.g., nutrient cycling or lateral/vertical exchanges of fine sediment) at prethreshold discharges. A separate DP SOM defined two high‐flux clusters exhibiting a bimodal concentration‐discharge response, but driven by differing land use. Our novel framework shows promise as a tool with broad management application that provides insights into landscape drivers of riverine solute and sediment export." @default.
• W2770640932 created "2017-12-04" @default.
• W2770640932 creator A5008146559 @default.
• W2770640932 creator A5035761696 @default.
• W2770640932 creator A5050236619 @default.
• W2770640932 creator A5074921180 @default.
• W2770640932 date "2017-12-01" @default.
• W2770640932 modified "2023-10-17" @default.
• W2770640932 title "Evaluating Spatial Variability in Sediment and Phosphorus Concentration‐Discharge Relationships Using Bayesian Inference and Self‐Organizing Maps" @default.
• W2770640932 cites W10758771 @default.
• W2770640932 cites W133658950 @default.
• W2770640932 cites W1495626293 @default.
• W2770640932 cites W1505610561 @default.
• W2770640932 cites W1505911309 @default.
• W2770640932 cites W1522629506 @default.
• W2770640932 cites W1552441047 @default.
• W2770640932 cites W1557871810 @default.
• W2770640932 cites W1575503022 @default.
• W2770640932 cites W1660213354 @default.
• W2770640932 cites W1671016533 @default.
• W2770640932 cites W1748326728 @default.
• W2770640932 cites W1768973360 @default.
• W2770640932 cites W1822467621 @default.
• W2770640932 cites W1822479762 @default.
• W2770640932 cites W1823039634 @default.
• W2770640932 cites W1885937115 @default.
• W2770640932 cites W1895589117 @default.
• W2770640932 cites W1906498070 @default.
• W2770640932 cites W1965622732 @default.
• W2770640932 cites W1968102745 @default.
• W2770640932 cites W1969307348 @default.
• W2770640932 cites W1970914477 @default.
• W2770640932 cites W1972055143 @default.
• W2770640932 cites W1978472368 @default.
• W2770640932 cites W1983428557 @default.
• W2770640932 cites W1989916572 @default.
• W2770640932 cites W1990375499 @default.
• W2770640932 cites W1990517717 @default.
• W2770640932 cites W1991747159 @default.
• W2770640932 cites W1993126571 @default.
• W2770640932 cites W1994794428 @default.
• W2770640932 cites W1996571933 @default.
• W2770640932 cites W1998510530 @default.
• W2770640932 cites W1999230114 @default.
• W2770640932 cites W2003801429 @default.
• W2770640932 cites W2014545696 @default.
• W2770640932 cites W2015032635 @default.
• W2770640932 cites W2017699891 @default.
• W2770640932 cites W2020146260 @default.
• W2770640932 cites W2023182950 @default.
• W2770640932 cites W2023906753 @default.
• W2770640932 cites W2025255202 @default.
• W2770640932 cites W2032594991 @default.
• W2770640932 cites W2042162941 @default.
• W2770640932 cites W2045136634 @default.
• W2770640932 cites W2046211036 @default.
• W2770640932 cites W2052298702 @default.
• W2770640932 cites W2057540533 @default.
• W2770640932 cites W2057765075 @default.
• W2770640932 cites W2059747179 @default.
• W2770640932 cites W2068049675 @default.
• W2770640932 cites W2069966519 @default.
• W2770640932 cites W2071780541 @default.
• W2770640932 cites W2077326648 @default.
• W2770640932 cites W2079810998 @default.
• W2770640932 cites W2079876096 @default.
• W2770640932 cites W2081632123 @default.
• W2770640932 cites W2084657706 @default.
• W2770640932 cites W2090051776 @default.
• W2770640932 cites W2092276841 @default.
• W2770640932 cites W2092722220 @default.
• W2770640932 cites W2092763973 @default.
• W2770640932 cites W2097290909 @default.
• W2770640932 cites W2099366650 @default.
• W2770640932 cites W2100148479 @default.
• W2770640932 cites W2103665951 @default.
• W2770640932 cites W2110802877 @default.
• W2770640932 cites W2110963360 @default.
• W2770640932 cites W2115786653 @default.
• W2770640932 cites W2125047420 @default.
• W2770640932 cites W2125862633 @default.
• W2770640932 cites W2127915800 @default.
• W2770640932 cites W2129067208 @default.
• W2770640932 cites W2130064246 @default.
• W2770640932 cites W2138796618 @default.
• W2770640932 cites W2141895127 @default.
• W2770640932 cites W2143725421 @default.
• W2770640932 cites W2148534890 @default.
• W2770640932 cites W2152914321 @default.
• W2770640932 cites W2153209739 @default.
• W2770640932 cites W2157365607 @default.
• W2770640932 cites W2160009099 @default.
• W2770640932 cites W2161163382 @default.
• W2770640932 cites W2165408068 @default.
• W2770640932 cites W2169835201 @default.
• W2770640932 cites W2179329429 @default.
• W2770640932 cites W2181107818 @default.
• W2770640932 cites W2182119457 @default.

• next