LEADER 03704nam 22006375 450 001 996418252603316 005 20220627162125.0 010 $a3-662-62027-8 024 7 $a10.1007/978-3-662-62027-4 035 $a(CKB)4100000011392446 035 $a(DE-He213)978-3-662-62027-4 035 $a(MiAaPQ)EBC6313931 035 $a(PPN)250212188 035 $a(EXLCZ)994100000011392446 100 $a20200820d2020 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aChemometrics with R$b[electronic resource] $eMultivariate Data Analysis in the Natural and Life Sciences /$fby Ron Wehrens 205 $a2nd ed. 2020. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2020. 215 $a1 online resource (XVI, 308 p. 111 illus., 82 illus. in color.) 225 1 $aUse R!,$x2197-5736 311 $a3-662-62026-X 327 $aIntroduction. - Data -- Preprocessing -- Principal Component Analysis -- Self-Organizing Maps. - Clustering -- Classification -- Multivariate Regression. - Validation -- Variable Selection -- Chemometric Applications. 330 $aThis book offers readers an accessible introduction to the world of multivariate statistics in the life sciences, providing a comprehensive description of the general data analysis paradigm, from exploratory analysis (principal component analysis, self-organizing maps and clustering) to modeling (classification, regression) and validation (including variable selection). It also includes a special section discussing several more specific topics in the area of chemometrics, such as outlier detection, and biomarker identification. The corresponding R code is provided for all the examples in the book; and scripts, functions and data are available in a separate R package. This second revised edition features not only updates on many of the topics covered, but also several sections of new material (e.g., on handling missing values in PCA, multivariate process monitoring and batch correction). . 410 0$aUse R!,$x2197-5736 606 $aStatistics  606 $aChemoinformatics 606 $aBioinformatics 606 $aR (Computer program language) 606 $aStatistics for Life Sciences, Medicine, Health Sciences$3https://scigraph.springernature.com/ontologies/product-market-codes/S17030 606 $aStatistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences$3https://scigraph.springernature.com/ontologies/product-market-codes/S17020 606 $aStatistical Theory and Methods$3https://scigraph.springernature.com/ontologies/product-market-codes/S11001 606 $aComputer Applications in Chemistry$3https://scigraph.springernature.com/ontologies/product-market-codes/C13009 606 $aBioinformatics$3https://scigraph.springernature.com/ontologies/product-market-codes/L15001 615 0$aStatistics . 615 0$aChemoinformatics. 615 0$aBioinformatics. 615 0$aR (Computer program language). 615 14$aStatistics for Life Sciences, Medicine, Health Sciences. 615 24$aStatistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. 615 24$aStatistical Theory and Methods. 615 24$aComputer Applications in Chemistry. 615 24$aBioinformatics. 676 $a543.015195 700 $aWehrens$b Ron$4aut$4http://id.loc.gov/vocabulary/relators/aut$0475506 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996418252603316 996 $aChemometrics with R$9248339 997 $aUNISA LEADER 01699nas 2200541- 450 001 996321449803316 005 20220226213023.0 011 $a0719-4633 035 $a(OCoLC)1128431193 035 $a(CKB)1000000000317158 035 $a(CONSER)--2021239711 035 $a(DE-599)ZDB2527379-6 035 $a(EXLCZ)991000000000317158 100 $a20070109a20029999 --- - 101 0 $aspa 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aRevista de derecho ambiental 210 1$aSantiago, Chile :$cCentro de Derecho Ambiental, Universidad de Chile,$d[2002]- 215 $a1 online resource (volumes) 300 $aRefereed/Peer-reviewed 300 $aArticles published online as accepted and cumulated semiannually. 300 $aNone published, 2003-2004, 2010-2012, 2014? 311 $a0718-0101 517 1 $aRDA 517 1 $aDerecho ambiental 531 0 $aRev. derecho ambient. 606 $aEnvironmental law$zChile$vPeriodicals 606 $aEnvironmental law$vPeriodicals 606 $aLaw$zChile$vPeriodicals 606 $aEnvironmental law$2fast$3(OCoLC)fst00913122 606 $aLaw$2fast$3(OCoLC)fst00993678 607 $aChile$2fast 608 $aLaw reviews.$2fast 608 $aPeriodicals.$2fast 608 $aLaw reviews.$2lcgft 615 0$aEnvironmental law 615 0$aEnvironmental law 615 0$aLaw 615 7$aEnvironmental law. 615 7$aLaw. 712 02$aUniversidad de Chile.$bCentro de Derecho Ambiental, 906 $aJOURNAL 912 $a996321449803316 996 $aRevista de derecho ambiental$92575286 997 $aUNISA LEADER 04793nam 2201201z- 450 001 9910557613503321 005 20220321 035 $a(CKB)5400000000045267 035 $a(oapen)https://directory.doabooks.org/handle/20.500.12854/79643 035 $a(oapen)doab79643 035 $a(EXLCZ)995400000000045267 100 $a20202203d2022 |y 0 101 0 $aeng 135 $aurmn|---annan 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aTaxonomy and Ecology of Marine Algae 210 $aBasel$cMDPI - Multidisciplinary Digital Publishing Institute$d2022 215 $a1 online resource (218 p.) 311 08$a3-0365-3248-X 311 08$a3-0365-3249-8 330 $aThe term "algae" refers to a large diversity of unrelated phylogenetic entities, ranging from picoplanktonic cells to macroalgal kelps. Marine algae are an important primary producer in the marine food chain, responsible for the high primary production of coastal areas, providing food resources in situ for many grazing species of gastropods, peracarid crustaceans, sea urchins or fish. Recent findings indicate that marine environments have rapidly changed due to global warming over the past several decades. This change has led to significant variations in marine algal ecology. For example, a long-term increase in ocean temperatures due to global warming has facilitated the intensification of harmful algal blooms, which adversely impact public health, aquatic organisms, and aquaculture industries. Thus, extensive studies have been conducted, but there is still a gap in our understanding of the variation in their ecology in accordance with future marine environmental changes. To fill this gap, studies on the taxonomy and ecology of marine algae are highly necessary. We have invited algologists to submit research articles that enable us to advance our understanding of the taxonomy and ecology of marine algae. Fourteen papers have been collected so far, which cover different aspects of the taxonomy and ecology of marine algae, including understudied species, interspecific comparisons, and new techniques. 606 $aBiology, life sciences$2bicssc 606 $aResearch and information: general$2bicssc 610 $aabrasion platforms 610 $aAcrochaetioid 610 $aalgal cartography 610 $aallelopathy 610 $aantioxidative system 610 $aassociated bacterial community 610 $aAureococcus anophagefferens 610 $aBacillus nitratireducens 610 $aBacillus sp. 610 $abrown tide 610 $aBysmatrum 610 $acalorific value 610 $aChangjiang 610 $aChlorella vulgaris 610 $aCOI-5P 610 $aColaconema formosanum 610 $acold-tolerant 610 $acyst 610 $aCystoseira 610 $acysts 610 $aDNA sequencing 610 $aecological 610 $aEndophytic alga 610 $aeyespot 610 $afermentation broth 610 $afree-living bacteria 610 $aGymnodinium catenatum 610 $ahabitat 610 $aharmful algae 610 $aharmful algal blooms 610 $aintercalary plate 610 $aJeju coastal waters 610 $aKarlodinium 610 $alagoon 610 $alife history 610 $amixotrophy 610 $amolecular detection 610 $amonitoring 610 $amorphology 610 $an/a 610 $aNemaliophycidae 610 $anew record 610 $anew record diatoms 610 $aoutbreak mechanisms 610 $aparticle associated bacteria 610 $aphagotrophy 610 $aphotosynthetic system 610 $aphylogeny supertree 610 $apolyaluminum chloride coagulation (PAC) 610 $aprecingular plate 610 $aPUFAs (polyunsaturated fatty acids) 610 $arbcL 610 $areactive oxygen species (ROS) 610 $aresting cyst 610 $aresting stage cell 610 $aribotype 610 $aScrippsiella 610 $aSE Mediterranean 610 $asediment 610 $asouthwestern Yellow Sea 610 $asub-fossil diatom 610 $aSuncheonman Bay 610 $ataxonomic 610 $ataxonomy 610 $aTetraselmis suecica 610 $atrophic modes 610 $aUlva prolifera 610 $awind anomaly 615 7$aBiology, life sciences 615 7$aResearch and information: general 700 $aPark$b Bum Soo$4edt$01328368 702 $aLi$b Zhun$4edt 702 $aPark$b Bum Soo$4oth 702 $aLi$b Zhun$4oth 906 $aBOOK 912 $a9910557613503321 996 $aTaxonomy and Ecology of Marine Algae$93038540 997 $aUNINA