FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3049758432> ?p ?o ?g. }

• W3049758432 endingPage "6061" @default.
• W3049758432 startingPage "6040" @default.
• W3049758432 abstract "Global change biology has been entering a big data era due to the vast increase in availability of both environmental and biological data. Big data refers to large data volume, complex data sets, and multiple data sources. The recent use of such big data is improving our understanding of interactions between biological systems and global environmental changes. In this review, we first explore how big data has been analyzed to identify the general patterns of biological responses to global changes at scales from gene to ecosystem. After that, we investigate how observational networks and space-based big data have facilitated the discovery of emergent mechanisms and phenomena on the regional and global scales. Then, we evaluate the predictions of terrestrial biosphere under global changes by big modeling data. Finally, we introduce some methods to extract knowledge from big data, such as meta-analysis, machine learning, traceability analysis, and data assimilation. The big data has opened new research opportunities, especially for developing new data-driven theories for improving biological predictions in Earth system models, tracing global change impacts across different organismic levels, and constructing cyberinfrastructure tools to accelerate the pace of model-data integrations. These efforts will uncork the bottleneck of using big data to understand biological responses and adaptations to future global changes." @default.
• W3049758432 created "2020-08-21" @default.
• W3049758432 creator A5012019755 @default.
• W3049758432 creator A5034717034 @default.
• W3049758432 creator A5047270233 @default.
• W3049758432 date "2020-09-13" @default.
• W3049758432 modified "2023-10-17" @default.
• W3049758432 title "Research challenges and opportunities for using big data in global change biology" @default.
• W3049758432 cites W1489838709 @default.
• W3049758432 cites W1517623332 @default.
• W3049758432 cites W1804670171 @default.
• W3049758432 cites W1970884796 @default.
• W3049758432 cites W1974884762 @default.
• W3049758432 cites W1979966476 @default.
• W3049758432 cites W1982070737 @default.
• W3049758432 cites W1984318791 @default.
• W3049758432 cites W1984365053 @default.
• W3049758432 cites W1987807993 @default.
• W3049758432 cites W1999070801 @default.
• W3049758432 cites W2004060645 @default.
• W3049758432 cites W2011863082 @default.
• W3049758432 cites W2014215649 @default.
• W3049758432 cites W2016451053 @default.
• W3049758432 cites W2017196934 @default.
• W3049758432 cites W2040782515 @default.
• W3049758432 cites W2041854232 @default.
• W3049758432 cites W2047487271 @default.
• W3049758432 cites W2049423251 @default.
• W3049758432 cites W2065172737 @default.
• W3049758432 cites W2069281202 @default.
• W3049758432 cites W2090784909 @default.
• W3049758432 cites W2092141993 @default.
• W3049758432 cites W2094547585 @default.
• W3049758432 cites W2094971595 @default.
• W3049758432 cites W2096506869 @default.
• W3049758432 cites W2100222013 @default.
• W3049758432 cites W2100576008 @default.
• W3049758432 cites W2104971425 @default.
• W3049758432 cites W2106700562 @default.
• W3049758432 cites W2108744281 @default.
• W3049758432 cites W2111380393 @default.
• W3049758432 cites W2111806697 @default.
• W3049758432 cites W2112118618 @default.
• W3049758432 cites W2112187505 @default.
• W3049758432 cites W2114060717 @default.
• W3049758432 cites W2114937342 @default.
• W3049758432 cites W2114944663 @default.
• W3049758432 cites W2115290239 @default.
• W3049758432 cites W2116976026 @default.
• W3049758432 cites W2118941120 @default.
• W3049758432 cites W2119258755 @default.
• W3049758432 cites W2120900106 @default.
• W3049758432 cites W2122806992 @default.
• W3049758432 cites W2123574709 @default.
• W3049758432 cites W2124127430 @default.
• W3049758432 cites W2126479957 @default.
• W3049758432 cites W2127410438 @default.
• W3049758432 cites W2128175703 @default.
• W3049758432 cites W2133285250 @default.
• W3049758432 cites W2143489786 @default.
• W3049758432 cites W2145997731 @default.
• W3049758432 cites W2146652541 @default.
• W3049758432 cites W2147655814 @default.
• W3049758432 cites W2148177721 @default.
• W3049758432 cites W2148563941 @default.
• W3049758432 cites W2148736789 @default.
• W3049758432 cites W2152336033 @default.
• W3049758432 cites W2153731430 @default.
• W3049758432 cites W2159128662 @default.
• W3049758432 cites W2162584119 @default.
• W3049758432 cites W2165104590 @default.
• W3049758432 cites W2166079210 @default.
• W3049758432 cites W2166572146 @default.
• W3049758432 cites W2168726053 @default.
• W3049758432 cites W2168909075 @default.
• W3049758432 cites W2171829441 @default.
• W3049758432 cites W2193503481 @default.
• W3049758432 cites W2197392479 @default.
• W3049758432 cites W2258748269 @default.
• W3049758432 cites W2285118877 @default.
• W3049758432 cites W2319389725 @default.
• W3049758432 cites W2336426693 @default.
• W3049758432 cites W2337401619 @default.
• W3049758432 cites W2347031733 @default.
• W3049758432 cites W2425845278 @default.
• W3049758432 cites W2428606958 @default.
• W3049758432 cites W2464495761 @default.
• W3049758432 cites W2505012626 @default.
• W3049758432 cites W2515058020 @default.
• W3049758432 cites W2516831980 @default.
• W3049758432 cites W2519304901 @default.
• W3049758432 cites W2527982820 @default.
• W3049758432 cites W2546013994 @default.
• W3049758432 cites W2546768128 @default.
• W3049758432 cites W2550387562 @default.
• W3049758432 cites W2550684913 @default.
• W3049758432 cites W2554024477 @default.
• W3049758432 cites W2554311679 @default.

• next