FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4376127007> ?p ?o ?g. }

• W4376127007 endingPage "064019" @default.
• W4376127007 startingPage "064019" @default.
• W4376127007 abstract "Abstract In the Arctic waterbodies are abundant and rapid thaw of permafrost is destabilizing the carbon cycle and changing hydrology. It is particularly important to quantify and accurately scale aquatic carbon emissions in arctic ecosystems. Recently available high-resolution remote sensing datasets capture the physical characteristics of arctic landscapes at unprecedented spatial resolution. We demonstrate how machine learning models can capitalize on these spatial datasets to greatly improve accuracy when scaling waterbody CO 2 and CH 4 fluxes across the YK Delta of south-west AK. We found that waterbody size and contour were strong predictors for aquatic CO 2 emissions, attributing greater than two-thirds of the influence to the scaling model. Small ponds (<0.001 km 2 ) were hotspots of emissions, contributing fluxes several times their relative area, but were less than 5% of the total carbon budget. Small to medium lakes (0.001–0.1 km 2 ) contributed the majority of carbon emissions from waterbodies. Waterbody CH 4 emissions were predicted by a combination of wetland landcover and related drivers, as well as watershed hydrology, and waterbody surface reflectance related to chromophoric dissolved organic matter. When compared to our machine learning approach, traditional scaling methods that did not account for relevant landscape characteristics overestimated waterbody CO 2 and CH 4 emissions by 26%–79% and 8%–53% respectively. This study demonstrates the importance of an integrated terrestrial-aquatic approach to improving estimates and uncertainty when scaling C emissions in the arctic." @default.
• W4376127007 created "2023-05-12" @default.
• W4376127007 creator A5001428193 @default.
• W4376127007 creator A5017114744 @default.
• W4376127007 creator A5026006002 @default.
• W4376127007 creator A5034580711 @default.
• W4376127007 creator A5065731161 @default.
• W4376127007 creator A5067316986 @default.
• W4376127007 creator A5078568413 @default.
• W4376127007 date "2023-05-19" @default.
• W4376127007 modified "2023-09-30" @default.
• W4376127007 title "Scaling waterbody carbon dioxide and methane fluxes in the arctic using an integrated terrestrial-aquatic approach" @default.
• W4376127007 cites W1937758419 @default.
• W4376127007 cites W1971495154 @default.
• W4376127007 cites W1971517391 @default.
• W4376127007 cites W1978617972 @default.
• W4376127007 cites W1980627691 @default.
• W4376127007 cites W1982943428 @default.
• W4376127007 cites W1988353925 @default.
• W4376127007 cites W2009225674 @default.
• W4376127007 cites W2013785526 @default.
• W4376127007 cites W2015032635 @default.
• W4376127007 cites W2016743751 @default.
• W4376127007 cites W2030348009 @default.
• W4376127007 cites W2033355897 @default.
• W4376127007 cites W2044247101 @default.
• W4376127007 cites W2050041038 @default.
• W4376127007 cites W2059261379 @default.
• W4376127007 cites W2071083935 @default.
• W4376127007 cites W2079914422 @default.
• W4376127007 cites W2087536601 @default.
• W4376127007 cites W2087703702 @default.
• W4376127007 cites W2089551191 @default.
• W4376127007 cites W2097020119 @default.
• W4376127007 cites W2100468073 @default.
• W4376127007 cites W2107447717 @default.
• W4376127007 cites W2108686678 @default.
• W4376127007 cites W2114992090 @default.
• W4376127007 cites W2115689080 @default.
• W4376127007 cites W2125611044 @default.
• W4376127007 cites W2125847307 @default.
• W4376127007 cites W2135695572 @default.
• W4376127007 cites W2137734568 @default.
• W4376127007 cites W2148341336 @default.
• W4376127007 cites W2149888331 @default.
• W4376127007 cites W2152043175 @default.
• W4376127007 cites W2153135054 @default.
• W4376127007 cites W2159200641 @default.
• W4376127007 cites W2159773153 @default.
• W4376127007 cites W2169617058 @default.
• W4376127007 cites W2208816051 @default.
• W4376127007 cites W2229912585 @default.
• W4376127007 cites W2255548590 @default.
• W4376127007 cites W2267293898 @default.
• W4376127007 cites W2293062392 @default.
• W4376127007 cites W2300504305 @default.
• W4376127007 cites W2519132970 @default.
• W4376127007 cites W2522893336 @default.
• W4376127007 cites W2530353116 @default.
• W4376127007 cites W2560167313 @default.
• W4376127007 cites W2565629452 @default.
• W4376127007 cites W2604629008 @default.
• W4376127007 cites W2614056253 @default.
• W4376127007 cites W2772365113 @default.
• W4376127007 cites W2773875735 @default.
• W4376127007 cites W2793477774 @default.
• W4376127007 cites W2793632733 @default.
• W4376127007 cites W2914579347 @default.
• W4376127007 cites W2966467093 @default.
• W4376127007 cites W2972407136 @default.
• W4376127007 cites W2996404009 @default.
• W4376127007 cites W2999510575 @default.
• W4376127007 cites W3005549538 @default.
• W4376127007 cites W3010208110 @default.
• W4376127007 cites W3026997612 @default.
• W4376127007 cites W3029485534 @default.
• W4376127007 cites W3039295076 @default.
• W4376127007 cites W3041983265 @default.
• W4376127007 cites W3044939174 @default.
• W4376127007 cites W3048520469 @default.
• W4376127007 cites W3097076101 @default.
• W4376127007 cites W3101676849 @default.
• W4376127007 cites W3107638296 @default.
• W4376127007 cites W3134952303 @default.
• W4376127007 cites W3145447959 @default.
• W4376127007 cites W3157426162 @default.
• W4376127007 cites W3158747095 @default.
• W4376127007 cites W3165084586 @default.
• W4376127007 cites W3175797661 @default.
• W4376127007 cites W3179545017 @default.
• W4376127007 cites W4214886347 @default.
• W4376127007 cites W4220974539 @default.
• W4376127007 cites W4225004802 @default.
• W4376127007 cites W4286221666 @default.
• W4376127007 cites W4288056920 @default.
• W4376127007 cites W4308739632 @default.
• W4376127007 cites W4312185552 @default.
• W4376127007 doi "https://doi.org/10.1088/1748-9326/acd467" @default.

• next