Biodiv Sci ›› 2010, Vol. 18 ›› Issue (5): 429-443. DOI: 10.3724/SP.J.1003.2010.429
Special Issue: 生物多样性信息学专题(I)
• Special Topics on Biodiversity Informatics • Next Articles
Lisong Wang1, Bin Chen1, Liqiang Ji2, Keping Ma1,*()
Received:
2010-04-19
Accepted:
2010-05-30
Online:
2010-09-20
Published:
2010-09-20
Contact:
Keping Ma
Lisong Wang, Bin Chen, Liqiang Ji, Keping Ma. Progress in Biodiversity Informatics[J]. Biodiv Sci, 2010, 18(5): 429-443.
信息系统名称/简称 System name (Abbreviation) | 网址 Web address | 核心数据 Core data |
---|---|---|
Catalogue of Life-Species 2000(COL-Species2000) | 物种编目 Checklist | |
Global Biodiversity Information Facility (GBIF) | 标本 Herbarium specimen | |
Tree of Life (TOL) | 系统发育 Phylogenetic data | |
Barcoding of Life (CBOL) | DNA条形码 DNA barcode | |
Encyclopedia of Life (EOL) | 综合物种信息 Integrated species information | |
Atlas of Living Australia (ALA) | 综合物种信息 Integrated species information | |
International Plant Name Index (IPNI) | 植物名称 Plant name | |
USDA PLANTS | 综合性植物物种信息 Integrated species information | |
UBio | 生物名称 Scientific name | |
Biodiversity Heritage Library (BHL) | 生物多样性历史文献 Biodiversity literature | |
ARKive | 珍稀濒危物种图像和多媒体信息 Multimedia of endangered species | |
MorphoBank | 形态性状的系统发育分析 Morphological phylogeny |
Table 1 Important Biodiversity Informatics Projects in the world
信息系统名称/简称 System name (Abbreviation) | 网址 Web address | 核心数据 Core data |
---|---|---|
Catalogue of Life-Species 2000(COL-Species2000) | 物种编目 Checklist | |
Global Biodiversity Information Facility (GBIF) | 标本 Herbarium specimen | |
Tree of Life (TOL) | 系统发育 Phylogenetic data | |
Barcoding of Life (CBOL) | DNA条形码 DNA barcode | |
Encyclopedia of Life (EOL) | 综合物种信息 Integrated species information | |
Atlas of Living Australia (ALA) | 综合物种信息 Integrated species information | |
International Plant Name Index (IPNI) | 植物名称 Plant name | |
USDA PLANTS | 综合性植物物种信息 Integrated species information | |
UBio | 生物名称 Scientific name | |
Biodiversity Heritage Library (BHL) | 生物多样性历史文献 Biodiversity literature | |
ARKive | 珍稀濒危物种图像和多媒体信息 Multimedia of endangered species | |
MorphoBank | 形态性状的系统发育分析 Morphological phylogeny |
工具名称 Name of the tool | 网址 Web address |
---|---|
ETI Linneaeus II/III | |
Lucid | |
XPer2 | |
DeltaAccess | |
DELTA | |
EFG (Electronic field guide) | |
navikey | |
SLIKS | |
X:ID | |
eFlora/Actkey |
Table 2 Tools of Electronic Taxonomy Key
工具名称 Name of the tool | 网址 Web address |
---|---|
ETI Linneaeus II/III | |
Lucid | |
XPer2 | |
DeltaAccess | |
DELTA | |
EFG (Electronic field guide) | |
navikey | |
SLIKS | |
X:ID | |
eFlora/Actkey |
软件名字 Name of the tools | 网址 Web address |
---|---|
Maxent | |
GARP | |
Biomapper | |
BIOCLIM | |
openModeller | |
Lifemapper | |
AquaMaps | |
DIVA-GIS |
Table 3 Ecological niche modelling tools
软件名字 Name of the tools | 网址 Web address |
---|---|
Maxent | |
GARP | |
Biomapper | |
BIOCLIM | |
openModeller | |
Lifemapper | |
AquaMaps | |
DIVA-GIS |
[1] | Alves RJV, Filho V, Machado MD (2007) Is classical taxonomy obsolete? Taxon, 56, 287-288. |
[2] | Austin MP, Nicholls AO, Doherty MD, Meyers JA (1994) Determining species response functions to an environmental gradient by means of a beta-function. Journal of Vegetation Science, 5, 215-228. |
[3] | Berendsohn WG, Geoffroy M (2007) Networking taxonomic concepts- uniting without “unitaryism”. In: Biodiversity Databases: From Cottage Industry to Industrial Networks. Systematics Association Special (eds Curry G, Humphries C), pp. 13-22, Taylor & Francis, Boca Raton. |
[4] | Bisby FA (2000) The quiet revolution: biodiversity informatics and the internet. Science, 289, 2309-2312. |
[5] | Bisby FA, Roskov YR, Orrell TM, Nicolson D, Paglinawan LE, Bailly N, Kirk PM, Bourgoin T, Baillargeon G (2009) Species 2000 & ITIS Catalogue of Life: 2009 Annual 2000 Ch- ecklist. www.catalogueoflife.org/annual-checklist/2009/. (Accessed April 2009) |
[6] |
Bisby FA, Shimura J, Ruggiero M, Edwards J, Haeuser C (2002) Taxonomy, at the click of a mouse. Nature, 418, 367.
URL PMID |
[7] | Bonney R, Cooper CB, Dickinson J, Kelling S, Phillips T, Rosenberg KV, Shirk J (2009) Citizen science: a developing tool for expanding science knowledge and scientific literacy. BioScience, 59, 977-984. |
[8] | Brach AR, Song H (2006) eFloras: new directions for online floras exemplified by the Flora of China Project. Taxon, 55, 188-192. |
[9] | Breiman L, Friedman JH, Olshen RA, Stone CJ (1984) Classification and Regression Trees. Wadsworth & Brooks/Cole Advanced Books & Software, Pacific Grove, CA. |
[10] |
Brent R, Bruck J (2006) 2020 Computing: can computers help to explain biology? Nature, 440, 416-417.
URL PMID |
[11] | Canhos VP, Souza S, Giovanni R, Canhos DAL (2004) Global biodiversity informatics: setting the scene for a ‘new world’ of ecological forecasting. Biodiversity Informatics, 1, 1-13. |
[12] | Carstens BC, Richards CL (2007) Integration coalescent and ecological niche modelling in comparative phylogeography. Evolution, 61, 1439-1454. |
[13] |
Causey D, Janzen DH, Peterson AT, Vieglais D, Krishtalka L, Beach JH, Wiley EO (2004) Museum collections and taxonomy. Science, 305, 1106-1107.
URL PMID |
[14] | Chapman AD (2005a) Uses of primary species-occurrence data, version 1.0. Report for the Global Biodiversity Information Facility, Copenhagen. |
[15] | Chapman AD (2005b) Uses of primary species-ocurrence data. In: Global Biodiversity Information Facility, Copenhagen, pp. 106. |
[16] | Chapman AD, Busby JR (1994) Linking plant species information to climate modelling for continental biodiversity inventory and monitoring. In: Mapping the Diversity of Nature (ed. Miller RI), pp. 177-195, Chapman & Hall, London. |
[17] | Chavan V, Ingwersen P (2009) Towards a data publishing framework for primary biodiversity data: challenges and potentials for the biodiversity informatics community. BMC Bioinformatics, 10, S2. |
[18] | Chen X (陈翔), Chen X (陈训) (2008) Application of new DELTA system in plant taxonomy: study on Festuca L.as an example. Guihaia (广西植物), 28, 759-763. (in Chinese with English abstract) |
[19] | Colwell RK, Coddington JA (1994) Estimating terrestrial biodiversity through extrapolation. Philosophical Transactions of the Royal Society B, 345, 101-118. |
[20] | Dallwitz MJ (1974) A flexible computer program for generating identification keys. Systematic Zoology, 23, 50-57. |
[21] | Dallwitz MJ (1993) DELTA and INTKEY. In: Advances in Computer Methods for Systematic Biology: Artificial Intelligence, Databases, Computer Vision (ed. Fortuner R), pp. 287-298. Johns Hopkins University Press, Baltimore, Maryland. |
[22] | Davidson SB, Overton C, Tannen V, Wong L (1997) BioKleisli: a digital library for biomedical researchers. International Journal on Digital Libraries, 1, 36-53. |
[23] | Duckworth WD (1993) Preserving Natural Science Collections: Chronicle of Our Environmental Heritage. National Institute for the Conservation of Cultural Property, Washington, DC. |
[24] |
Edwards JL, Lane MA, Nielsen ES (2000) Interoperability of biodiversity databases: biodiversity information on every desktop. Science, 289, 2312-2314.
URL PMID |
[25] | Engler R, Guisan A (2009) MigClim: predicting plant distribution and dispersal in a changing climate. Diversity and Distributions, 15, 590-601. |
[26] | Franz NM, Peet RK (2009) Towards a language for mapping relationships among taxonomic concepts. Systematics and Biodiversity, 7, 5-20. |
[27] | Franz NM, Peet RK, Weakley AS (2008) On the use of taxonomic concepts in support of biodiversity research and taxonomy. In: The New Taxonomy. Systematics Association Special (ed. Wheeler QD), pp. 63-86, Taylor & Francis, Boca Raton. |
[28] | Fu LG (傅立国)(1993) Index Herbarium Sinicorum (中国植物标本馆索引). China Science and Technology Press, Beijing. (in Chinese) |
[29] | Funk VA, Richarson KS (2002) Systematic data in biodiversity studies: use it or lose it. Systems Biology, 51, 303-316. |
[30] | Gaubert P, Papes M, Peterson AT (2006) Natural history collections and the conservation of poorly known taxa: ecological niche modeling in central African rainforest genets (Genetta spp.). Biological Conservation, 130, 106-117. |
[31] |
Godfray HCJ (2007) Linnaeus in the information age. Nature, 446, 259.
URL PMID |
[32] |
Godfray HCJ, Clark BR, Kitching IJ, Mayo SJ, Scoble MJ (2007) The web and the structure of taxonomy. Systematic Biology, 56, 943-955.
DOI URL PMID |
[33] | Govaerts R (2001) How many species of seed plants are there? Taxon, 50, 1085. |
[34] | Govaerts R (2003) How many species of seed plants are there? A response. Taxon, 52, 583-584. |
[35] |
Graham CH, Ferrier S, Huettman F, Moritz C, Peterson AT (2004a) New developments in museum-based informatics and applications in biodiversity analysis. Trends in Ecology and Evolution, 19, 497-503.
DOI URL PMID |
[36] |
Graham CH, Ron SR, Santos JC, Schneider CJ, Moritz C (2004b) Integrating phylogenetics and environmental niche models to explore speciation mechanisms in dendrobatid frogs. Evolution, 58, 1781-1793.
URL PMID |
[37] | Groombridge B, Jenkins MD (2002) World Atlas of Biodiversity. University of California Press, Berkeley. |
[38] |
Guralnick R, Hill A (2009) Biodiversity informatics: automated approaches for documenting global biodiversity patterns and processes. Bioinformatics, 25, 421-428.
DOI URL PMID |
[39] |
Guralnick RP, Wieczorek J, Beaman R, Hijmans RJ, the BioGeomancer Working Group. (2006) BioGeomancer: automated georeferencing to map the world's biodiversity data. PLoS Biology, 4, e381.
DOI URL PMID |
[40] | Hijmans RJ, Cameron SE, Parra JL (2005) Very high resolution interpolated global terrestrial climate surfaces. International Journal of Climatology, 25, 1965-1978. |
[41] | Irfan-Ullah M, Giriraj A, Murthy MSR, Peterson AT (2006) Mapping the geographic distribution of Aglaia bourdillonii Gamble (Meliaceae), an endemic and threatened plant, using ecological niche modeling. Biodiversity and Conservation, 16, 1917-1925. |
[42] | Ji LQ (纪力强), Qiao HJ (乔慧捷), Xie BG (谢本贵), Zhang SW (张尚武), Lin B (林斌), Zhu H (朱慧), Deng H (邓浩), Li N (李诺), Han Y (韩艳) (2005) Global biodiversity information facility: organization, activities, projects and information service. In: Advances in Biodiversity Conservation and Research in China (中国生物多样性保护与研究进展VI) (ed. Ma KP (马克平)). China Meteorolo- gical Press, Beijing. |
[43] | Johnson NF (2007) Biodiversity Informatics. Annual Review of Entomology, 52, 421-438. |
[44] | Jones MB, Schildhauer MP, Reichman OJ, Bowers S (2006) The new bioinformatics: integrating ecological data from the gene to the biosphere. Annual Review of Ecology, Evolution, and Systematics, 37, 519-544. |
[45] | Kagan JS (2009) Biodiversity informatics: challenges and opportunities for applying biodiversity information to management and conservation. Northwestern Naturalist, 87, 80-85. |
[46] |
Kidd DM, Liu X (2008) geophylobuilder 1.0: an arcgis extension for creating ‘geophylogenies’. Molecular Ecology Resources, 8, 88-91.
DOI URL PMID |
[47] | Kier G, Kreft H, Lee TM, Jetz W, Ibisch PL, Nowicki C, Mutke J, Barthlott W (2009) A global assessment of endemism and species richness across island and mainland regions. Proceedings of the National Academy of Sciences, USA, 106, 9322-9327. |
[48] | Klopper RR, Gautier L, Chatelain C, Smith GF, Spichiger R (2007) Floristics of the angiosperm flora of Sub-Saharan Africa: an analysis of the African Plant Checklist and Database. Taxon, 56, 201-208. |
[49] | Kozak KH, Graham CH, Wiens JJ (2008) Integrating GIS-based environmental data into evolutionary biology. Trends in Ecology and Evolution, 23, 141-148. |
[50] | Krishtalka L, Humphrey PS (2000) Can natural history museums capture the future? Bioscience, 50, 611-617. |
[51] | Krishtalka L, Peterson AT, Vieglais DA, Beach JH, Wiley EO (2002) The Green Internet: a tool for conservation science. In: Conservation in the Internet Age: Strategic Threats and Opportunities (ed. Levitt JN), pp. 143-164. Island Press, Washington, DC. |
[52] | Li JJ (李健均) (1996) Delta system: an international standard for processing plant taxonomic description. Acta Phytotaxonomica Sinica (植物分类学报), 34, 447-452. (in Chinese with English abstract) |
[53] | Ludascher B, Lin K, Bowers S, Jaeger-frank E, Brodaric B, Baru C (2006) Scientific workflow management and the Kepler system. Concurrency and Computation: Practice and Experience, Special Issue on Scientific Workflows, 18, 1039-1065. |
[54] | Luther K, Counts S, Stecher KB, Hoff A, Johns P (2009) Pathfinder: an online collaboration environment for citizen scientists. In: 27th Annual CHI Conference on Human Factors in Computing Systems, pp. 239-248. Association for Computing Machinery, Boston, MA. |
[55] | Martinez-Freiria F, Sillero N, Lizana M, Brito JC (2008) GIS-based niche models identify environmental correlates sustaining a contact zone between three species of European vipers. Diversity and Distributions, 14, 452-461. |
[56] | Martinez-Meyer E, Peterson AT (2006) Conservatism of ecological niche characteristics in North American plant species over the Pleistocene-to-Recent transition. Journal of Biogeography, 33, 1779-1789. |
[57] | Mayo SJ (2008) Alpha e-taxonomy: responses from the systematics community to the biodiversity crisis. Kew Bulletin, 63, 1. |
[58] | Miller AJ, Knouft JH (2006) GIS-based characterization of the geographic distributions of wild and cultivated populations of the Mesoamerican fruit tree Spondias purpurea (Anacardiaceae). American Journal of Botany, 93, 1757-1767. |
[59] | Miller G (2005) TAXONOMY: Linnaeus’s legacy carries on. Science, 307, 1038-1039. |
[60] |
Muggleton SH (2006) 2020 Computing: exceeding human limits. Nature, 440, 409-410.
DOI URL PMID |
[61] | Murphey PC, Guralnick RP, Glaubitz R, Neufeld D, Ryan JA (2004) Georeferencing of museum collections: A review of problems and automated tools, and the methodology developed by the Mountain and Plains Spatio-Temporal Database-Informatics Initiative (Mapstedi). Phyloinformatics, 3, 1-29. |
[62] | Nix HA (1986) A biogeographic analysis of Australian elapid snakes. In: Atlas of Elapid Saneds of Australia Australian Flora and Fauna Series Number 7 (ed. Longmore R), pp. 5-15. Australian Government of Publishing Service. |
[63] | Nosil P, Sandoval CP (2008) Ecological niche dimensionality and the evolutionary diversification of stick insects. PLoS ONE, 3, e1907. |
[64] | Olden JD, Jackson DA (2002) Illuminating the ‘black box’: A randomization approach for understanding variable contributions in artificial neural networks, Ecological Modelling, 154, 135-150. |
[65] | Oliver I, Pik A, Britton D, Dangerfield JM, Colwell RK, Andrew JB (2000) Virtual biodiversity assessment systems. BioScience, 50, 441-450. |
[66] |
Page RDM (2008) Biodiversity informatics: the challenge of linking data and the role of shared identifiers. Briefings in Bioinformatics, 9, 345-354.
DOI URL PMID |
[67] |
Paton A (2009) Biodiversity informatics and the plant conservation baseline. Trends in Plant Science, 14, 629-637.
URL PMID |
[68] | Paton AJ, Brummitt N, Govaerts R, Harman K, Hinchcliffe S, Allkin B, Lughadha EN (2008) Towards target 1 of the global strategy for plant conservation: a working list of all known plant speciesprogress and prospects. Taxon, 57, 602-611. |
[69] |
Patterson DJ, Remsen D, Marino WA, Norton C (2006) Taxonomic indexing: extending the role of taxonomy. Systematic Biology, 55, 367-373.
DOI URL PMID |
[70] |
Peterson AT (2003) Predictability of the geography of species' invasions via ecological niche modeling. The Quarterly Review of Biology, 78, 419-433.
URL PMID |
[71] | Peterson AT, Ball LG, Cohoon KP (2002a) Predicting distributions of Mexican birds using niche modelling methods. Ibis, 144, e27-e32. |
[72] |
Peterson AT, Ortega-Huerta MA, Bartley J, Sanchez-Cordero V, Soberon J, Buddemeier RH, Stockwell DRB (2002b) Future projections for Mexican faunas under global climate change scenarios. Nature, 416, 626-629.
DOI URL PMID |
[73] |
Peterson AT, Soberón J, Sánchez-Cordero V (1999) Conservatism of ecological niches in evolutionary time. Science, 285, 1265-1267.
DOI URL PMID |
[74] | Peterson AT, Stockwell DRB, Kluza DA (2002c) Distributional prediction based on ecological niche modeling of primary occurrence data. In: Predicting Species Occurrences: Issues of Scale and Accuracy (eds Scott JM, Heglund PJ, Morrison ML, Raven PH), pp. 617-623. Island Press, Washington, DC. |
[75] | Rahbek C (2005) The role of spatial scale and the perception of large-scale species-richness patterns. Ecology Letters, 8, 224-239. |
[76] |
Raven PH (2004) Taxonomy: where are we now? Philosophical Transactions of the Royal Society of London Series B: Biological Sciences, 359, 729-730.
DOI URL PMID |
[77] |
Raxworthy CJ, Ingram CM, Rabibisoa N, Pearson RG (2007) Applications of ecological niche modeling for species delimitation: A review and empirical evaluation using day geckos Phelsuma fom Madagascar. Systematic Biology, 56, 907-923.
DOI URL PMID |
[78] |
Rissler LJ, Apodaca JJ (2007) Adding more ecology into species delimitation: ecological niche models and phylogeography help define cryptic species in the black salamander (Aneides flavipunctatus). Systematic Biology, 56, 924-942.
DOI URL PMID |
[79] |
Sarkar IN (2007) Biodiversity informatics: organizing and linking information across the spectrum of life. Briefings in Bioinformatics, 8, 347-357.
DOI URL PMID |
[80] |
Sarkar IN (2009) Biodiversity Informatics: the emergence of a field. BMC Bioinformatics, 10, S1.
DOI URL PMID |
[81] | Schnoor JL (2007) Citizen science. Environmental Science and Technology, 41, 5923. |
[82] | Scoble M (2004) Unitary or unified taxonomy? Philosophical Transactions of the Royal Society B: Biological Sciences, 359, 699-710. |
[83] | Scotland RW, Wortley AH (2003) How many species of seed plants are there? Taxon, 52, 101-104. |
[84] | Sergio C, Figueira R, Draper D, Menezes R, Sousa AJ (2007) Modelling bryophyte distribution based on ecological information for extent of occurrence assessment. Biological Conservation, 135, 341-351. |
[85] |
Silvertown J (2009) A new dawn for citizen science. Trends in Ecology and Evolution, 24, 467-471.
URL PMID |
[86] |
Smith AT, Boitani L, Bibby C, Brackett D, Corsi F, da Fonseca GAB, Gascon C, Dixon MG, Hilton-Taylor C, Mace G, Mittermeier RA, Rabinovich J, Richardson BJ, Rylands A, Stein B, Stuart S, Thomsen J, Wilson C, Edwards JL, Lane MA, Nielsen SE, Bisby FA (2000) Databases tailored for biodiversity conservation. Science, 290, 2073-2074.
DOI URL PMID |
[87] |
Smith V, Rycroft S, Harman K, Scott B, Roberts D (2009) Scratchpads: a data-publishing framework to build, share and manage information on the diversity of life. BMC Bioinformatics, 10, S6.
DOI URL PMID |
[88] |
Soberon J (1999) Linking biodiversity information sources. Trends in Ecology and Evolution, 14, 291.
DOI URL PMID |
[89] | Soberon J, Peterson T (2004) Biodiversity informatics: managing and applying primary biodiversity data. Philosophical Transactions of the Royal Society B: Biological Sciences, 359, 689-698. |
[90] | Steiner FM, Schlick-Steiner BC, Van Der Wal J, Reuther KD, Christian E, Stauffer C, Suarez AV, Williams SE, Crozier RH (2008) Combined modelling of distribution and niche in invasion biology: a case study of two invasive Tetramorium ant species. Diversity and Distributions, 14, 538-545. |
[91] | Stigall AL, Lieberman BS (2006) Quantitative palaeobiogeogra- phy: GIS, phylogenetic biogeographical analysis, and conser- vation insights. Journal of Biogeography, 33, 2051-2060. |
[92] | Stockwell DRB, Peters D (1999) The GARP Modeling System: problems and solutions to automated spatial prediction. International Journal of Geographical Information Science, 13, 143-158. |
[93] | Sun YB (孙英宝), Ma LY (马履一), Qin HN (覃海宁) (2008) A brief history of botanical scientific illustration in China. Acta Phytotaxonomica Sinica (植物分类学报), 46, 772-784. (in Chinese with English abstract) |
[94] |
Swenson NG (2008) The past and future influence of geographic information systems on hybrid zone, phylo- geographic and speciation research. Journal of Evolutionary Biology, 21, 421-434.
URL PMID |
[95] | Tangley L (1997) How many species are there? In: US News and World Report Aug. 18, 1997. http://www.usnews.com/usnews/culture/articles/970818/archive_007681.htm. (Accessed March 2010) |
[96] | The Biodiversity Committee of Chinese Academy of Sciences (2009) Catalogue of Life China: 2009 Annual Checklist China. CD-ROM; Species 2000 China Node, Beijing, China. |
[97] | Thorne RF (2002) How many species of seed plants are there? Taxon, 51, 511-512. |
[98] | Thuiller W, Lavorel S, Sykes MT, Araujo MB (2006) Using niche-based modelling to assess the impact of climate change on tree functional diversity in Europe. Diversity and Distributions, 12, 49-60. |
[99] |
Tillier S, Roberts D (2006) Taxonomy on the fly in a European web project. Nature, 440, 24.
URL PMID |
[100] |
Walter DE, Winterton S (2007) Keys and the crisis in taxonomy: extinction or reinvention? Annual Review of Entomology, 52, 193-208.
DOI URL PMID |
[101] | Wang R, Wang YZ (2006) Invasion dynamics and potential spread of the invasive alien plant species Ageratina adenophora (Asteraceae) in China. Diversity and Distribu- tions, 12, 397-408. |
[102] | Wheeler QD (2004) Taxonomic triage and the poverty of phylogeny. Philosophical Transactions of the Royal Society of London Series B: Biological Sciences, 359, 571-583. |
[103] |
Wheeler QD, Raven PH, Wilson EO (2004) Taxonomy: impediment or expedient? Science, 303, 285.
DOI URL PMID |
[104] | Wilson EO (2003) The encyclopedia of life. Trends in Ecology and Evolution, 18, 77-80. |
[105] | Yang QE (杨亲二), Zhu GH (朱光华), Hong DY (洪德元), Wu ZY (吴征镒), Raven PH (2005) World's largest flora completed. Science, 309, 2163b. |
[106] | Yee TW, Mitchell ND (1991) Generalized additive models in plant ecology. Journal of Vegetable Science, 2, 587-602. |
[107] |
Yesson C (2007) How global is the global biodiversity information facility? PLoS ONE, 2, e1124.
DOI URL PMID |
[108] | Zhang ML (张明理) (2009) DELTA system,a recommendable information processing tool for taxonomic description. Journal of Plant Resources and Enviroment (植物资源与环境学报), 18, 87-90. (in Chinese with English abstract) |
[109] | Zhong Y (钟扬), Zhang L (张亮) (2000) Biodiversity Informatics: a new direction of bioinformatics and biodiversity science and related key techniques. Chinese Biodiversity (生物多样性), 8, 397-404. (in Chinese with English abstract) |
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