Using machine learning to advance synthesis and use of conservation and environmental evidence

Author:

Cheng S.H.1ORCID,Augustin C.2,Bethel A.3,Gill D.45,Anzaroot S.2,Brun J.1,DeWilde B.2,Minnich R.C.2,Garside R.6,Masuda Y.J.7,Miller D.C.8,Wilkie D.9,Wongbusarakum S.10,McKinnon M.C.11

Affiliation:

1. National Center for Ecological Analysis and Synthesis; University of California; Santa Barbara. 735 State Street, Suite 300 Santa Barbara CA 93101 U.S.A.

2. DataKind; 156 5th Avenue, Suit 502 New York NY 10010 U.S.A.

3. University of Exeter Medical School; Heavitree Road Exeter EX1 2LU U.K.

4. Conservation International; 2011 Crystal Drive, Suite 500 Arlington VA 22202 U.S.A.

5. Environmental Science and Policy; George Mason University; Fairfax VA 22030 U.S.A.

6. European Centre for Environment and Human Health; University of Exeter; Truro Cornwall TR1 3HD U.K.

7. The Nature Conservancy; 4245 Fairfax Drive Arlington VA 22203 U.S.A.

8. Department of Natural Resources and Environmental Sciences; University of Illinois; S-406 Turner Hall, 1102 S. Goodwin Avenue Urbana IL 61801 U.S.A.

9. Wildlife Conservation Society; 2300 Southern Boulevard Bronx NY 10460 U.S.A.

10. Social Science Research Institute; University of Hawaii; 2424 Maile Way #704 Honolulu HI 96822 U.S.A.

11. Vulcan, Inc.; 505 Fifth Avenue S Seattle WA 98104 U.S.A.

Funder

National Institute for Health Research

Science for Nature and People Partnership

Publisher

Wiley

Subject

Nature and Landscape Conservation,Ecology,Ecology, Evolution, Behavior and Systematics

Reference10 articles.

1. Living systematic reviews: an emerging opportunity to narrow the evidence-practice gap;Elliott;PLoS Medicine,2014

2. Bibliometric analysis of global environmental assessment research in a 20-year period;Li;Environmental Impact Assessment Review,2015

3. What are the effects of nature conservation on human well-being? A systematic map of empirical evidence from developing countries;McKinnon;Environmental Evidence,2016

4. Distributed representations of words and phrases and their compositionality;Mikolov;NIPS'13 Proceedings of the 26th International Conference on Neural Information Processing Systems,2013

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