메뉴 건너뛰기




Volumn 10, Issue 10, 2015, Pages

Large-scale biomonitoring of remote and threatened ecosystems via high-throughput sequencing

Author keywords

[No Author keywords available]

Indexed keywords

BIODIVERSITY; BIOLOGICAL MONITORING; CALCULATION; CANADA; CLINICAL ARTICLE; DNA SEQUENCE; ECOSYSTEM; ENVIRONMENTAL MONITORING; HIGH THROUGHPUT SEQUENCING; ANIMAL; CLASSIFICATION; DNA BARCODING; GENETICS; INVERTEBRATE; PROCEDURES; REMOTE SENSING;

EID: 84949771411     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0138432     Document Type: Article
Times cited : (146)

References (47)
  • 2
    • 84903955282 scopus 로고    scopus 로고
    • Habitat heterogeneity drives the geographical distribution of beta diversity: The case of New Zealand stream invertebrates
    • PMID: 25077020
    • Astorga A, Death R, Death F, Paavola R, Chakraborty M, Muotka T. Habitat heterogeneity drives the geographical distribution of beta diversity: the case of New Zealand stream invertebrates. Ecol. Evol. 2014; 4: 2693-2702. doi: 10.1002/ece3.1124 PMID: 25077020
    • (2014) Ecol. Evol. , vol.4 , pp. 2693-2702
    • Astorga, A.1    Death, R.2    Death, F.3    Paavola, R.4    Chakraborty, M.5    Muotka, T.6
  • 3
    • 84901191568 scopus 로고    scopus 로고
    • Macroinvertebrate assemblage patterns as indicators of water quality in the Xindian watershed, Taiwan
    • Narangarvuu D, Hsu C-B, Shieh S-H, Wu F-C, Yang P-S. Macroinvertebrate assemblage patterns as indicators of water quality in the Xindian watershed, Taiwan. J. Asia-Pac. Entomol. 2014; 17: 505-513. doi: 10.1016/j.aspen.2014.04.011
    • (2014) J. Asia-Pac. Entomol. , vol.17 , pp. 505-513
    • Narangarvuu, D.1    Hsu, C.-B.2    Shieh, S.-H.3    Wu, F.-C.4    Yang, P.-S.5
  • 4
    • 84879320466 scopus 로고    scopus 로고
    • Several scales of biodiversity affect ecosystem multifunctionality
    • Pasari JR, Levi T, Zavaleta ES, Tilman D. Several scales of biodiversity affect ecosystem multifunctionality. P. Natl. Acad. Sci. USA. 2013; 110: 10219-10222. doi: 10.1073/pnas.1314920110
    • (2013) P. Natl. Acad. Sci. USA , vol.110 , pp. 10219-10222
    • Pasari, J.R.1    Levi, T.2    Zavaleta, E.S.3    Tilman, D.4
  • 5
    • 84899417596 scopus 로고    scopus 로고
    • Zooplankton communities are good indicators of potential impacts of Athabasca oil sands operations on downwind boreal lakes
    • Anas MUM, Scott KA, Cooper RN, Wissel B. Zooplankton communities are good indicators of potential impacts of Athabasca oil sands operations on downwind boreal lakes. Can. J. Fish. Aquat. Sci. 2014; 71: 719-732. doi: 10.1139/cjfas-2013-0472
    • (2014) Can. J. Fish. Aquat. Sci. , vol.71 , pp. 719-732
    • Anas, M.U.M.1    Scott, K.A.2    Cooper, R.N.3    Wissel, B.4
  • 6
    • 84957417062 scopus 로고    scopus 로고
    • Stream biomonitoring using macroinvertebrates around the globe: A comparison of large-scale programs
    • PMID: 25487459
    • Buss DF, Carlisle DM, Chon T- S, Culp J, Harding JS, Keizer-Vlek HE, et al. Stream biomonitoring using macroinvertebrates around the globe: a comparison of large-scale programs. Environ. Monit. Assess. 2015; 187: 4132. doi: 10.1007/s10661-014-4132-8 PMID: 25487459
    • (2015) Environ. Monit. Assess. , vol.187 , pp. 4132
    • Buss, D.F.1    Carlisle, D.M.2    Chon, T.-S.3    Culp, J.4    Harding, J.S.5    Keizer-Vlek, H.E.6
  • 8
    • 33947620069 scopus 로고    scopus 로고
    • DNA barcoding: How it complements taxonomy, molecular phylogenetics and population genetics
    • PMID: 17316886
    • Hajibabaei M, Singer GAC, Hebert PDN, Hickey DA. DNA barcoding: how it complements taxonomy, molecular phylogenetics and population genetics. Trends Genet. 2007; 23: 167-172. PMID: 17316886
    • (2007) Trends Genet. , vol.23 , pp. 167-172
    • Hajibabaei, M.1    Singer, G.A.C.2    Hebert, P.D.N.3    Hickey, D.A.4
  • 9
    • 34248149943 scopus 로고    scopus 로고
    • BOLD: The barcode of life data system
    • PMID: 18784790
    • Ratnasingham S, Hebert PDN. BOLD: the barcode of life data system (www.barcodinglife.org). Mol. Ecol. Notes. 2007; 7: 355-364. doi: 10.1111/j.1471-8286.2006.01678.x PMID: 18784790
    • (2007) Mol. Ecol. Notes , vol.7 , pp. 355-364
    • Ratnasingham, S.1    Hebert, P.D.N.2
  • 11
    • 79952256476 scopus 로고    scopus 로고
    • Can DNA barcodes of stream macroinvertebrates improve descriptions of community structure and water quality?
    • Sweeney BW, Battle JM, Jackson JK, Dapkey T. Can DNA barcodes of stream macroinvertebrates improve descriptions of community structure and water quality? J. N. Am. Benthol. Soc. 2011; 30: 195-216. doi: 10.1899/10-016.1
    • (2011) J. N. Am. Benthol. Soc. , vol.30 , pp. 195-216
    • Sweeney, B.W.1    Battle, J.M.2    Jackson, J.K.3    Dapkey, T.4
  • 12
    • 79952257076 scopus 로고    scopus 로고
    • Incorporation of DNA barcoding into a large-scale biomonitoring program: Opportunities and pitfalls
    • Pilgrim EM, Jackson SA, Swenson S, Turcsanyi I, Friedman E, Weigt L, et al. Incorporation of DNA barcoding into a large-scale biomonitoring program: opportunities and pitfalls. J. N. Am. Benthol. Soc. 2011; 30: 217-231. doi: 10.1899/10-012.1
    • (2011) J. N. Am. Benthol. Soc. , vol.30 , pp. 217-231
    • Pilgrim, E.M.1    Jackson, S.A.2    Swenson, S.3    Turcsanyi, I.4    Friedman, E.5    Weigt, L.6
  • 13
    • 84896359408 scopus 로고    scopus 로고
    • Morphological taxonomy, DNA barcoding, and species diversity in southern Rocky Mountain headwater streams
    • Gill BA, Harrington RA, Kondratieff BC, Zamudio KR, Poff NL, Funk WC. Morphological taxonomy, DNA barcoding, and species diversity in southern Rocky Mountain headwater streams. Freshw. Sci. 2014; 33: 288-301. doi: 10.1086/674526
    • (2014) Freshw. Sci. , vol.33 , pp. 288-301
    • Gill, B.A.1    Harrington, R.A.2    Kondratieff, B.C.3    Zamudio, K.R.4    Poff, N.L.5    Funk, W.C.6
  • 14
    • 84896337661 scopus 로고    scopus 로고
    • Cryptic biodiversity in streams: A comparison of macroinvertebrate communities based on morphological and DNA barcode identifications
    • Jackson JK, Battle JM, White BP, Pilgrim EM, Stein ED, Miller PE, et al. Cryptic biodiversity in streams: a comparison of macroinvertebrate communities based on morphological and DNA barcode identifications. Freshw. Sci. 2014; 33: 312-324. doi: 10.1086/675225
    • (2014) Freshw. Sci. , vol.33 , pp. 312-324
    • Jackson, J.K.1    Battle, J.M.2    White, B.P.3    Pilgrim, E.M.4    Stein, E.D.5    Miller, P.E.6
  • 15
    • 84896343432 scopus 로고    scopus 로고
    • Does DNA barcoding improve performance of traditional stream bioassessment metrics?
    • Stein ED, White BP, Mazor RD, Jackson JK, Battle JM, Miller PE, et al. Does DNA barcoding improve performance of traditional stream bioassessment metrics? Freshw. Sci. 2014; 33: 302-311. doi: 10.1086/674782
    • (2014) Freshw. Sci. , vol.33 , pp. 302-311
    • Stein, E.D.1    White, B.P.2    Mazor, R.D.3    Jackson, J.K.4    Battle, J.M.5    Miller, P.E.6
  • 16
    • 84872282833 scopus 로고    scopus 로고
    • Assessing biodiversity of a freshwater benthic macroinvertebrate community through nondestructive environmental barcoding of DNA from preservative ethanol
    • PMID: 23259585
    • Hajibabaei M, Spall JL, Shokralla S, van Konynenburg S. Assessing biodiversity of a freshwater benthic macroinvertebrate community through nondestructive environmental barcoding of DNA from preservative ethanol. BMC Ecol. 2012; 12: 28. doi: 10.1186/1472-6785-12-28 PMID: 23259585
    • (2012) BMC Ecol. , vol.12 , pp. 28
    • Hajibabaei, M.1    Spall, J.L.2    Shokralla, S.3    Van Konynenburg, S.4
  • 17
    • 84866642478 scopus 로고    scopus 로고
    • Biodiversity soup: Metabarcoding of arthropods for rapid biodiversity assessment and biomonitoring
    • Yu DW, Ji Y, Emerson BC, Wang X, Ye C, Yang C, et al. Biodiversity soup: metabarcoding of arthropods for rapid biodiversity assessment and biomonitoring. Meth. Ecol. Evol. 2012; 3: 613-623. doi: 10.1111/j.2041-210X.2012.00198.x
    • (2012) Meth. Ecol. Evol. , vol.3 , pp. 613-623
    • Yu, D.W.1    Ji, Y.2    Emerson, B.C.3    Wang, X.4    Ye, C.5    Yang, C.6
  • 18
    • 84883816660 scopus 로고    scopus 로고
    • Reliable, verifiable and efficient monitoring of biodiversity via metabarcoding
    • PMID: 23910579
    • Ji Y, Ashton L, Pedley SM, Edwards DP, Tang Y, Nakamura A, et al. Reliable, verifiable and efficient monitoring of biodiversity via metabarcoding. Ecol. Lett. 2013; 16: 1245-1257. doi: 10.1111/ele.12162 PMID: 23910579
    • (2013) Ecol. Lett. , vol.16 , pp. 1245-1257
    • Ji, Y.1    Ashton, L.2    Pedley, S.M.3    Edwards, D.P.4    Tang, Y.5    Nakamura, A.6
  • 19
    • 79954587407 scopus 로고    scopus 로고
    • Environmental barcoding: A next-generation sequencing approach for biomonitoring applications using river benthos
    • PMID: 21533287
    • Hajibabaei M, Shokralla S, Zhou X, Singer GAC, Baird DJ. Environmental barcoding: a next-generation sequencing approach for biomonitoring applications using river benthos. PLoS One. 2011; 6: e17497. doi: 10.1371/journal.pone.0017497 PMID: 21533287
    • (2011) PLoS One , vol.6
    • Hajibabaei, M.1    Shokralla, S.2    Zhou, X.3    Singer, G.A.C.4    Baird, D.J.5
  • 20
    • 84901823211 scopus 로고    scopus 로고
    • Simultaneous assessment of the macrobiome and microbiome in a bulk sample of tropical arthropods through DNA metasystematics
    • Gibson J, Shokralla S, Porter TM, King I, van Konynenburg S, Janzen DH, et al. Simultaneous assessment of the macrobiome and microbiome in a bulk sample of tropical arthropods through DNA metasystematics. P. Natl. Acad. Sci. USA, 2014; 111: 8007-8012. doi: 10.1073/pnas.1406468111
    • (2014) P. Natl. Acad. Sci. USA , vol.111 , pp. 8007-8012
    • Gibson, J.1    Shokralla, S.2    Porter, T.M.3    King, I.4    Van Konynenburg, S.5    Janzen, D.H.6
  • 21
    • 0002600792 scopus 로고
    • A subsampler for samples of benthic invertebrates
    • Marchant R. A subsampler for samples of benthic invertebrates. Bull. Australian Soc. Limnol. 1989; 12: 49-52.
    • (1989) Bull. Australian Soc. Limnol , vol.12 , pp. 49-52
    • Marchant, R.1
  • 22
    • 0028528103 scopus 로고
    • DNA primers for amplification of mitochondrial cytochrome c oxidase subunit I from diverse metazoan invertebrates
    • Folmer O, Black M, Hoeh W, Lutz R, Vrijenhoek R. DNA primers for amplification of mitochondrial cytochrome c oxidase subunit I from diverse metazoan invertebrates. Mol. Marine Biol. Biotech. 1994; 3: 294-299.
    • (1994) Mol. Marine Biol. Biotech , vol.3 , pp. 294-299
    • Folmer, O.1    Black, M.2    Hoeh, W.3    Lutz, R.4    Vrijenhoek, R.5
  • 23
    • 79952422304 scopus 로고    scopus 로고
    • Quality control and preprocessing of metagenomic datasets
    • PMID: 21278185
    • Schmieder R, Edwards R. Quality control and preprocessing of metagenomic datasets. Bioinformatics. 2011; 27: 863-864. doi: 10.1093/bioinformatics/btr026 PMID: 21278185
    • (2011) Bioinformatics , vol.27 , pp. 863-864
    • Schmieder, R.1    Edwards, R.2
  • 24
    • 77957244650 scopus 로고    scopus 로고
    • Search and clustering orders of magnitude faster than BLAST
    • PMID: 20709691
    • Edgar RC. Search and clustering orders of magnitude faster than BLAST. Bioinformatics. 2010; 26: 2460-2461. doi: 10.1093/bioinformatics/btq461 PMID: 20709691
    • (2010) Bioinformatics , vol.26 , pp. 2460-2461
    • Edgar, R.C.1
  • 25
    • 79961181125 scopus 로고    scopus 로고
    • UCHIME improves sensitivity and speed of chimera detection
    • PMID: 21700674
    • Edgar RC, Haas BJ, Clemente JC, Quince C, Knight R. UCHIME improves sensitivity and speed of chimera detection. Bioinformatics. 2011; 27: 2194-2200. doi: 10.1093/bioinformatics/btr381 PMID: 21700674
    • (2011) Bioinformatics , vol.27 , pp. 2194-2200
    • Edgar, R.C.1    Haas, B.J.2    Clemente, J.C.3    Quince, C.4    Knight, R.5
  • 26
    • 0034053725 scopus 로고    scopus 로고
    • A greedy algorithm for aligning DNA sequences
    • PMID: 10890397
    • Zhang Z, Schwartz S, Wagner L, Miller W. A greedy algorithm for aligning DNA sequences. J. Comput. Biol. 2000; 7: 203-214. PMID: 10890397
    • (2000) J. Comput. Biol. , vol.7 , pp. 203-214
    • Zhang, Z.1    Schwartz, S.2    Wagner, L.3    Miller, W.4
  • 28
    • 84905660731 scopus 로고    scopus 로고
    • 3.1.2 ed. Vienna, Austria: R Foundation for Statistical Computing
    • R Core Team. R: A language environment for statistical computing. 3.1.2 ed. Vienna, Austria: R Foundation for Statistical Computing; 2014.
    • (2014) R: A Language Environment for Statistical Computing
  • 29
    • 33645053483 scopus 로고    scopus 로고
    • Distance-based tests for homogeneity of multivariate dispersions
    • PMID: 16542252
    • Anderson MJ. Distance-based tests for homogeneity of multivariate dispersions. Biometrics. 2006; 62: 245-253. doi: 10.1111/j.1541-0420.2005.00440.x PMID: 16542252
    • (2006) Biometrics , vol.62 , pp. 245-253
    • Anderson, M.J.1
  • 30
    • 33646827806 scopus 로고    scopus 로고
    • Multivariate dispersion as a measure of beta diversity
    • PMID: 16706913
    • Anderson MJ, Ellingsen KE, McArdle BH. Multivariate dispersion as a measure of beta diversity. Ecol. Lett. 2006; 9: 683-693. doi: 10.1111/j.1461-0248.2006.00926.x PMID: 16706913
    • (2006) Ecol. Lett. , vol.9 , pp. 683-693
    • Anderson, M.J.1    Ellingsen, K.E.2    McArdle, B.H.3
  • 31
    • 84887881061 scopus 로고    scopus 로고
    • The tiny mayfly in the room: Implications of size-dependent invertebrate taxonomic identification for biomonitoring data properties
    • Orlofske JM, Baird DJ. The tiny mayfly in the room: implications of size-dependent invertebrate taxonomic identification for biomonitoring data properties. Aquat. Ecol. 2013; 47: 481-494. doi: 10.1007/ s10452-013-9460-1
    • (2013) Aquat. Ecol. , vol.47 , pp. 481-494
    • Orlofske, J.M.1    Baird, D.J.2
  • 32
    • 77951498638 scopus 로고    scopus 로고
    • Experimental factors affecting PCR-based estimates of microbial species richness and evenness
    • PMID: 20090784
    • Engelbrektson A, Kunin V, Wrighton KC, Zvenigorodsky N, Chen F, Ochman H, et al. Experimental factors affecting PCR-based estimates of microbial species richness and evenness. ISME J. 2010; 4: 642-647. doi: 10.1038/ismej.2009.153 PMID: 20090784
    • (2010) ISME J , vol.4 , pp. 642-647
    • Engelbrektson, A.1    Kunin, V.2    Wrighton, K.C.3    Zvenigorodsky, N.4    Chen, F.5    Ochman, H.6
  • 33
    • 84855692788 scopus 로고    scopus 로고
    • Amplification by PCR artificially reduces the proportion of the rare biosphere in microbial communities
    • PMID: 22253843
    • Gonzalez JM, Portillo MC, Belda-Ferre P, Mira A. Amplification by PCR artificially reduces the proportion of the rare biosphere in microbial communities. PLoS One. 2012; 7: e29973. doi: 10.1371/journal. pone.0029973 PMID: 22253843
    • (2012) PLoS One , vol.7
    • Gonzalez, J.M.1    Portillo, M.C.2    Belda-Ferre, P.3    Mira, A.4
  • 34
    • 84923164528 scopus 로고    scopus 로고
    • DNA barcoding and metabarcoding of standardized samples reveal patterns of marine benthic diversity
    • Leray M, Knowlton N. DNA barcoding and metabarcoding of standardized samples reveal patterns of marine benthic diversity. P. Natl. Acad. Sci. USA. 2015; 112: 2076-2081. doi: 10.5883/ds-arms
    • (2015) P. Natl. Acad. Sci. USA , vol.112 , pp. 2076-2081
    • Leray, M.1    Knowlton, N.2
  • 35
    • 84940026406 scopus 로고    scopus 로고
    • Recovery dynamics in invertebrate communities following water-quality improvement: Taxonomy- vs trait-based assessment
    • Arce E, Archaimbault V, Mondy CP, Usseglio-Polatera P. Recovery dynamics in invertebrate communities following water-quality improvement: taxonomy- vs trait-based assessment. Freshw. Sci. 2014; 33: 1060-1073. doi: 10.1086/678673
    • (2014) Freshw. Sci. , vol.33 , pp. 1060-1073
    • Arce, E.1    Archaimbault, V.2    Mondy, C.P.3    Usseglio-Polatera, P.4
  • 36
    • 84928243857 scopus 로고    scopus 로고
    • Meiobenthos and free-living nematodes as tools for biomonitoring environments affected by riverine impact
    • PMID: 25877645
    • Semprucci F, Frontalini F, Sbrocca C, du Châtelet EA, Bout-Roumazeilles V, Coccioni R, et al. Meiobenthos and free-living nematodes as tools for biomonitoring environments affected by riverine impact. Environ. Monit. Assess. 2015; 187: 251. doi: 10.1007/s10661-015-4493-7 PMID: 25877645
    • (2015) Environ. Monit. Assess. , vol.187 , pp. 251
    • Semprucci, F.1    Frontalini, F.2    Sbrocca, C.3    Du Châtelet, E.A.4    Bout-Roumazeilles, V.5    Coccioni, R.6
  • 37
    • 84878810047 scopus 로고    scopus 로고
    • Improving the accuracy of aquatic macroinvertebrate trait assignment - The importance of taxon-weighting
    • Monaghan KA, Soares AMVM. Improving the accuracy of aquatic macroinvertebrate trait assignment - the importance of taxon-weighting. Can. J. Fish. Aquat. Sci. 2013; 70: 885-894. doi: 10.1139/cjfas-2012-0402
    • (2013) Can. J. Fish. Aquat. Sci. , vol.70 , pp. 885-894
    • Monaghan, K.A.1    Soares, A.M.V.M.2
  • 38
    • 84895820362 scopus 로고    scopus 로고
    • Tolerance values of benthic macroinvertebrates for stream biomonitoring: Assessment of assumptions underlying scoring systems worldwide
    • PMID: 24214297
    • Chang FH, Lawrence JE, Rios-Touma B, Resh VH. Tolerance values of benthic macroinvertebrates for stream biomonitoring: assessment of assumptions underlying scoring systems worldwide. Environ. Monit. Assess. 2014; 186: 2135-2149. doi: 10.1007/s10661-013-3523-6 PMID: 24214297
    • (2014) Environ. Monit. Assess. , vol.186 , pp. 2135-2149
    • Chang, F.H.1    Lawrence, J.E.2    Rios-Touma, B.3    Resh, V.H.4
  • 39
    • 84925338387 scopus 로고    scopus 로고
    • Ecological networks: The missing links in biomonitoring science
    • PMID: 25558087
    • Gray C, Baird DJ, Baumgartner S, Jacob U, Jenkins GB, O'Gorman EJ, et al. Ecological networks: the missing links in biomonitoring science. J. Appl. Ecol. 2014; 51: 1444-1449. doi: 10.1111/1365-2664.12300 PMID: 25558087
    • (2014) J. Appl. Ecol. , vol.51 , pp. 1444-1449
    • Gray, C.1    Baird, D.J.2    Baumgartner, S.3    Jacob, U.4    Jenkins, G.B.5    O'Gorman, E.J.6
  • 40
    • 84906701779 scopus 로고    scopus 로고
    • A geometric morphometric approach to establish body-shape trait criteria for aquatic insects
    • Orlofske JM, Baird DJ. A geometric morphometric approach to establish body-shape trait criteria for aquatic insects. Freshw. Sci. 2014; 33: 978-994. doi: 10.1086/676912
    • (2014) Freshw. Sci. , vol.33 , pp. 978-994
    • Orlofske, J.M.1    Baird, D.J.2
  • 41
    • 84907729909 scopus 로고    scopus 로고
    • Development and application of benthic macroinvertebrate-based multimetric indices for the assessment of streams and rivers in the Taihu Basin, China
    • Huang Q, Gao J, Cai Y, Yin H, Gao Y, Zhao J, et al. Development and application of benthic macroinvertebrate-based multimetric indices for the assessment of streams and rivers in the Taihu Basin, China. Ecol. Indic. 2015; 48: 649-659. doi: 10.1016/j.ecolind.2014.09.014
    • (2015) Ecol. Indic. , vol.48 , pp. 649-659
    • Huang, Q.1    Gao, J.2    Cai, Y.3    Yin, H.4    Gao, Y.5    Zhao, J.6
  • 42
    • 84923812255 scopus 로고    scopus 로고
    • An online tool that unifies, standardises and codifies more than 20,000 European freshwater organisms and their ecological preferences
    • Schmidt-Kloiber A, Hering D. www.freshwaterecology.info -An online tool that unifies, standardises and codifies more than 20,000 European freshwater organisms and their ecological preferences. Ecol. Indic. 2015; 53: 271-282. doi: 10.1016/j.ecolind.2015.02.007
    • (2015) Ecol. Indic. , vol.53 , pp. 271-282
    • Schmidt-Kloiber, A.1    Hering, D.2
  • 43
    • 15244359757 scopus 로고    scopus 로고
    • Searching for biodiversity indicators in running waters: Do bryophytes, macroinvertebrates, and fish show congruent diversity patterns?
    • Heino J, Paavola R, Virtanen R, Muotka T. Searching for biodiversity indicators in running waters: do bryophytes, macroinvertebrates, and fish show congruent diversity patterns? Biodivers. Conserv. 2005; 14: 415-428.
    • (2005) Biodivers. Conserv. , vol.14 , pp. 415-428
    • Heino, J.1    Paavola, R.2    Virtanen, R.3    Muotka, T.4
  • 44
    • 79551637564 scopus 로고    scopus 로고
    • Direct measurement versus surrogate indicator species for evaluating environmental change and biodiversity loss
    • Lindenmayer DB, Likens GE. Direct measurement versus surrogate indicator species for evaluating environmental change and biodiversity loss. Ecosystems. 2010; 14: 47-59. doi: 10.1007/s10021-010-9394-6
    • (2010) Ecosystems , vol.14 , pp. 47-59
    • Lindenmayer, D.B.1    Likens, G.E.2
  • 45
    • 84855882057 scopus 로고    scopus 로고
    • Congruence of biodiversity measures among larval dragonflies and caddisflies from three Canadian rivers
    • Curry CJ, Zhou X, Baird DJ. Congruence of biodiversity measures among larval dragonflies and caddisflies from three Canadian rivers. Freshwater Biol. 2012; 57: 628-639. doi: 10.1111/j.1365-2427.2011.02724.x
    • (2012) Freshwater Biol. , vol.57 , pp. 628-639
    • Curry, C.J.1    Zhou, X.2    Baird, D.J.3
  • 46
    • 84929380115 scopus 로고    scopus 로고
    • Climatic and catchment-scale predictors of Chinese stream insect richness differ between taxonomic groups
    • PMID: 25909190
    • Tonkin JD, Shah DN, Kuemmerlen M, Li F, Cai Q, Haase P, et al. Climatic and catchment-scale predictors of Chinese stream insect richness differ between taxonomic groups. PLoS One. 2015; 10: e0123250. doi: 10.1371/journal.pone PMID: 25909190
    • (2015) PLoS One , vol.10
    • Tonkin, J.D.1    Shah, D.N.2    Kuemmerlen, M.3    Li, F.4    Cai, Q.5    Haase, P.6
  • 47
    • 84950421451 scopus 로고
    • Assessment of biotic integrity using fish communities
    • Karr JR. Assessment of biotic integrity using fish communities. Fisheries. 1981; 6: 21-27.
    • (1981) Fisheries , vol.6 , pp. 21-27
    • Karr, J.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.