[
    {
        "id": "process_radtags",
        "name": "process_radtags",
        "article": "10.1111\/mec.15253",
        "website": "http:\/\/catchenlab.life.illinois.edu\/stacks\/comp\/process_radtags.php",
        "git": "",
        "description": "process_radtags examines raw reads from an Illumina sequencing run and first, checks that the barcode and the RAD cutsite are intact, and demultiplexes the data. If there are errors in the barcode or the RAD site within a certain allowance process_radtags can correct them. Second, it slides a window down the length of the read and checks the average quality score within the window. If the score drops below 90% probability of being correct (a raw phred score of 10), the read is discarded.",
        "version": "2.64",
        "documentation": "http:\/\/catchenlab.life.illinois.edu\/stacks\/comp\/process_radtags.php",
        "multiqc": "custom",
        "commands": [
            {
                "name": "process_radtags_SE",
                "cname": "Process radtags SE",
                "command": "process_radtags",
                "category": "stacks",
                "output_dir": "process_radtags\/SE",
                "inputs": [
                    {
                        "name": "reads_dir",
                        "type": "SE_read_dir",
                        "description": "Directory containing one or more multiplexed SE read files to process"
                    },
                    {
                        "name": "tags",
                        "type": "tsv",
                        "description": "Barcode file"
                    }
                ],
                "outputs": [
                    {
                        "name": "reads_demultiplexed",
                        "type": "fq.gz",
                        "file": "{individu}.fastq.gz",
                        "description": "Files of reads for each individual"
                    },
                    {
                        "name": "read_dir",
                        "type": "SE_read_dir",
                        "file": "\/",
                        "description": "dir containing demultiplexed files"
                    }
                ],
                "options": [
                    {
                        "name": "process_radtags_barcode_type",
                        "type": "select",
                        "choices": [
                            {
                                "--inline_null": "--inline_null"
                            },
                            {
                                "--index_null": "--index_null"
                            },
                            {
                                "--inline_inline": "--inline_inline"
                            },
                            {
                                "--index_index": "--index_index"
                            },
                            {
                                "--inline_index": "--inline_index"
                            },
                            {
                                "--index_inline": "--index_inline"
                            }
                        ],
                        "value": "--inline_null",
                        "label": "Barcode position"
                    },
                    {
                        "name": "process_radtags_threads",
                        "prefix": "-t",
                        "type": "numeric",
                        "value": 24,
                        "min": 1,
                        "max": "NA",
                        "step": 1,
                        "label": "Number of threads to use"
                    },
                    {
                        "name": "process_radtags_enzyme_SE",
                        "type": "select",
                        "choices": [
                            {
                                "aciI": "aciI"
                            },
                            {
                                "ageI": "ageI"
                            },
                            {
                                "aluI": "aluI"
                            },
                            {
                                "apaLI": "apaLI"
                            },
                            {
                                "apeKI": "apeKI"
                            },
                            {
                                "apoI": "apoI"
                            },
                            {
                                "aseI": "aseI"
                            },
                            {
                                "bamHI": "bamHI"
                            },
                            {
                                "bbvCI": "bbvCI"
                            },
                            {
                                "bfaI": "bfaI"
                            },
                            {
                                "bfuCI": "bfuCI"
                            },
                            {
                                "bgIII": "bgIII"
                            },
                            {
                                "bsaHI": "bsaHI"
                            },
                            {
                                "bspDI": "bspDI"
                            },
                            {
                                "bstYI": "bstYI"
                            },
                            {
                                "cac8I": "cac8I"
                            },
                            {
                                "claI": "claI"
                            },
                            {
                                "csp6I": "csp6I"
                            },
                            {
                                "ddeI": "ddeI"
                            },
                            {
                                "dpnII": "dpnII"
                            },
                            {
                                "eaeI": "eaeI"
                            },
                            {
                                "ecoRI": "ecoRI"
                            },
                            {
                                "ecoRV": "ecoRV"
                            },
                            {
                                "ecoT22I": "ecoT22I"
                            },
                            {
                                "haeIII": "haeIII"
                            },
                            {
                                "hinP1I": "hinP1I"
                            },
                            {
                                "hindIII": "hindIII"
                            },
                            {
                                "hpaII": "hpaII"
                            },
                            {
                                "kpnI": "kpnI"
                            },
                            {
                                "mluCI": "mluCI"
                            },
                            {
                                "mseI": "mseI"
                            },
                            {
                                "mslI": "mslI"
                            },
                            {
                                "mspI": "mspI"
                            },
                            {
                                "ncoI": "ncoI"
                            },
                            {
                                "ndeI": "ndeI"
                            },
                            {
                                "nheI": "nheI"
                            },
                            {
                                "nlaIII": "nlaIII"
                            },
                            {
                                "notI": "notI"
                            },
                            {
                                "nsiI": "nsiI"
                            },
                            {
                                "nspI": "nspI"
                            },
                            {
                                "pstI": "pstI"
                            },
                            {
                                "rsaI": "rsaI"
                            },
                            {
                                "sacI": "sacI"
                            },
                            {
                                "sau3AI": "sau3AI"
                            },
                            {
                                "sbfI": "sbfI"
                            },
                            {
                                "sexAI": "sexAI"
                            },
                            {
                                "sgrAI": "sgrAI"
                            },
                            {
                                "speI": "speI"
                            },
                            {
                                "sphI": "sphI"
                            },
                            {
                                "taqI": "taqI"
                            },
                            {
                                "xbaI": "xbaI"
                            },
                            {
                                "xhoI": "xhoI"
                            }
                        ],
                        "value": "aciI",
                        "label": "Provide the restriction enzyme used"
                    }
                ]
            },
            {
                "name": "process_radtags_PE",
                "cname": "Process radtags PE",
                "command": "process_radtags",
                "category": "stacks",
                "output_dir": "process_radtags\/PE",
                "inputs": [
                    {
                        "name": "reads_dir",
                        "type": "PE_read_dir",
                        "description": "Directory containing one or more multiplexed read files to process"
                    },
                    {
                        "name": "tags",
                        "type": "tsv",
                        "description": "Barcode file"
                    }
                ],
                "outputs": [
                    {
                        "name": "reads_forward_demultiplexed",
                        "type": "fq.gz",
                        "file": "{individu}_R1.fastq.gz",
                        "description": "Files of forward reads for each individual"
                    },
                    {
                        "name": "reads_reverse_demultiplexed",
                        "type": "fq.gz",
                        "file": "{individu}_R2.fastq.gz",
                        "description": "Files of reverse reads for each individual"
                    },
                    {
                        "name": "read_dir",
                        "type": "PE_read_dir",
                        "file": "\/",
                        "description": "dir containing demultiplexed files"
                    }
                ],
                "options": [
                    {
                        "name": "process_radtags_barcode_type",
                        "type": "select",
                        "choices": [
                            {
                                "--inline_null": "--inline_null"
                            },
                            {
                                "--index_null": "--index_null"
                            },
                            {
                                "--inline_inline": "--inline_inline"
                            },
                            {
                                "--index_index": "--index_index"
                            },
                            {
                                "--inline_index": "--inline_index"
                            },
                            {
                                "--index_inline": "--index_inline"
                            }
                        ],
                        "value": "--inline_null",
                        "label": "Barcode position"
                    },
                    {
                        "name": "process_radtags_threads",
                        "prefix": "-t",
                        "type": "numeric",
                        "value": 24,
                        "min": 1,
                        "max": "NA",
                        "step": 1,
                        "label": "Number of threads to use"
                    },
                    {
                        "name": "process_radtags_enzyme_1_PE",
                        "type": "select",
                        "choices": [
                            {
                                "aciI": "aciI"
                            },
                            {
                                "ageI": "ageI"
                            },
                            {
                                "aluI": "aluI"
                            },
                            {
                                "apaLI": "apaLI"
                            },
                            {
                                "apeKI": "apeKI"
                            },
                            {
                                "apoI": "apoI"
                            },
                            {
                                "aseI": "aseI"
                            },
                            {
                                "bamHI": "bamHI"
                            },
                            {
                                "bbvCI": "bbvCI"
                            },
                            {
                                "bfaI": "bfaI"
                            },
                            {
                                "bfuCI": "bfuCI"
                            },
                            {
                                "bgIII": "bgIII"
                            },
                            {
                                "bsaHI": "bsaHI"
                            },
                            {
                                "bspDI": "bspDI"
                            },
                            {
                                "bstYI": "bstYI"
                            },
                            {
                                "cac8I": "cac8I"
                            },
                            {
                                "claI": "claI"
                            },
                            {
                                "csp6I": "csp6I"
                            },
                            {
                                "ddeI": "ddeI"
                            },
                            {
                                "dpnII": "dpnII"
                            },
                            {
                                "eaeI": "eaeI"
                            },
                            {
                                "ecoRI": "ecoRI"
                            },
                            {
                                "ecoRV": "ecoRV"
                            },
                            {
                                "ecoT22I": "ecoT22I"
                            },
                            {
                                "haeIII": "haeIII"
                            },
                            {
                                "hinP1I": "hinP1I"
                            },
                            {
                                "hindIII": "hindIII"
                            },
                            {
                                "hpaII": "hpaII"
                            },
                            {
                                "kpnI": "kpnI"
                            },
                            {
                                "mluCI": "mluCI"
                            },
                            {
                                "mseI": "mseI"
                            },
                            {
                                "mslI": "mslI"
                            },
                            {
                                "mspI": "mspI"
                            },
                            {
                                "ncoI": "ncoI"
                            },
                            {
                                "ndeI": "ndeI"
                            },
                            {
                                "nheI": "nheI"
                            },
                            {
                                "nlaIII": "nlaIII"
                            },
                            {
                                "notI": "notI"
                            },
                            {
                                "nsiI": "nsiI"
                            },
                            {
                                "nspI": "nspI"
                            },
                            {
                                "pstI": "pstI"
                            },
                            {
                                "rsaI": "rsaI"
                            },
                            {
                                "sacI": "sacI"
                            },
                            {
                                "sau3AI": "sau3AI"
                            },
                            {
                                "sbfI": "sbfI"
                            },
                            {
                                "sexAI": "sexAI"
                            },
                            {
                                "sgrAI": "sgrAI"
                            },
                            {
                                "speI": "speI"
                            },
                            {
                                "sphI": "sphI"
                            },
                            {
                                "taqI": "taqI"
                            },
                            {
                                "xbaI": "xbaI"
                            },
                            {
                                "xhoI": "xhoI"
                            }
                        ],
                        "value": "aciI",
                        "label": "Provide the restriction enzyme used"
                    },
                    {
                        "name": "process_radtags_enzyme_2_PE",
                        "type": "select",
                        "choices": [
                            {
                                "Not used": ""
                            },
                            {
                                "aciI": "aciI"
                            },
                            {
                                "ageI": "ageI"
                            },
                            {
                                "aluI": "aluI"
                            },
                            {
                                "apaLI": "apaLI"
                            },
                            {
                                "apeKI": "apeKI"
                            },
                            {
                                "apoI": "apoI"
                            },
                            {
                                "aseI": "aseI"
                            },
                            {
                                "bamHI": "bamHI"
                            },
                            {
                                "bbvCI": "bbvCI"
                            },
                            {
                                "bfaI": "bfaI"
                            },
                            {
                                "bfuCI": "bfuCI"
                            },
                            {
                                "bgIII": "bgIII"
                            },
                            {
                                "bsaHI": "bsaHI"
                            },
                            {
                                "bspDI": "bspDI"
                            },
                            {
                                "bstYI": "bstYI"
                            },
                            {
                                "cac8I": "cac8I"
                            },
                            {
                                "claI": "claI"
                            },
                            {
                                "csp6I": "csp6I"
                            },
                            {
                                "ddeI": "ddeI"
                            },
                            {
                                "dpnII": "dpnII"
                            },
                            {
                                "eaeI": "eaeI"
                            },
                            {
                                "ecoRI": "ecoRI"
                            },
                            {
                                "ecoRV": "ecoRV"
                            },
                            {
                                "ecoT22I": "ecoT22I"
                            },
                            {
                                "haeIII": "haeIII"
                            },
                            {
                                "hinP1I": "hinP1I"
                            },
                            {
                                "hindIII": "hindIII"
                            },
                            {
                                "hpaII": "hpaII"
                            },
                            {
                                "kpnI": "kpnI"
                            },
                            {
                                "mluCI": "mluCI"
                            },
                            {
                                "mseI": "mseI"
                            },
                            {
                                "mslI": "mslI"
                            },
                            {
                                "mspI": "mspI"
                            },
                            {
                                "ncoI": "ncoI"
                            },
                            {
                                "ndeI": "ndeI"
                            },
                            {
                                "nheI": "nheI"
                            },
                            {
                                "nlaIII": "nlaIII"
                            },
                            {
                                "notI": "notI"
                            },
                            {
                                "nsiI": "nsiI"
                            },
                            {
                                "nspI": "nspI"
                            },
                            {
                                "pstI": "pstI"
                            },
                            {
                                "rsaI": "rsaI"
                            },
                            {
                                "sacI": "sacI"
                            },
                            {
                                "sau3AI": "sau3AI"
                            },
                            {
                                "sbfI": "sbfI"
                            },
                            {
                                "sexAI": "sexAI"
                            },
                            {
                                "sgrAI": "sgrAI"
                            },
                            {
                                "speI": "speI"
                            },
                            {
                                "sphI": "sphI"
                            },
                            {
                                "taqI": "taqI"
                            },
                            {
                                "xbaI": "xbaI"
                            },
                            {
                                "xhoI": "xhoI"
                            }
                        ],
                        "value": "",
                        "label": "If a double digest was used, provide the second restriction enzyme used"
                    }
                ]
            }
        ],
        "install": [],
        "citations": {
            "stacks": [
                "Rochette, NC, Rivera\u2010Col\u00f3n, AG, Catchen, JM. Stacks 2: Analytical methods for paired\u2010end sequencing improve RADseq\u2010based population genomics. Mol Ecol. 2019; 28: 4737- 4754. https:\/\/doi.org\/10.1111\/mec.15253"
            ]
        },
        "yaml": "{\n  id: process_radtags,\n  name: process_radtags,\n  article: 10.1111\/mec.15253,\n  website: \"http:\/\/catchenlab.life.illinois.edu\/stacks\/comp\/process_radtags.php\",\n  git: \"\",\n  description: \"process_radtags examines raw reads from an Illumina sequencing run and first, checks that the barcode and the RAD cutsite are intact, and demultiplexes the data. If there are errors in the barcode or the RAD site within a certain allowance process_radtags can correct them. Second, it slides a window down the length of the read and checks the average quality score within the window. If the score drops below 90% probability of being correct (a raw phred score of 10), the read is discarded.\",\n  version: \"2.64\",\n  documentation: \"http:\/\/catchenlab.life.illinois.edu\/stacks\/comp\/process_radtags.php\",\n  multiqc: \"custom\",\n  commands:\n    [\n      {\n        name: process_radtags_SE,\n        cname: \"Process radtags SE\",\n        command: process_radtags,\n        category: \"stacks\",\n        output_dir: process_radtags\/SE,\n        inputs: \n          [\n            { name: \"reads_dir\", type: \"SE_read_dir\", description: \"Directory containing one or more multiplexed SE read files to process\" },\n            { name: tags, type: \"tsv\", description: \"Barcode file\" }\n          ],\n        outputs:\n          [\n            { name: reads_demultiplexed, type: \"fq.gz\", file: \"{individu}.fastq.gz\", description: \"Files of reads for each individual\" },\n            { name: read_dir, type: \"SE_read_dir\", file: \"\/\",  description: \"dir containing demultiplexed files\"}\n          ],\n        options:\n          [\n            {\n              name: process_radtags_barcode_type,\n              type: select,\n              choices: [\n                --inline_null: \"--inline_null\",\n                --index_null: \"--index_null\",\n                --inline_inline: \"--inline_inline\",\n                --index_index: \"--index_index\",\n                --inline_index: \"--inline_index\",\n                --index_inline: \"--index_inline\",\n              ],\n              value: \"--inline_null\",\n              label: Barcode position\n            },\n            {\n              name: process_radtags_threads,\n              prefix: -t,\n              type: numeric,\n              value: 24,\n              min: 1,\n              max: NA,\n              step: 1,\n              label: \"Number of threads to use\",\n            },\n            {\n              name: process_radtags_enzyme_SE,\n              type: select,\n              choices:  [\n                aciI: 'aciI',\n                ageI: 'ageI',\n                aluI: 'aluI',\n                apaLI: 'apaLI',\n                apeKI: 'apeKI',\n                apoI: 'apoI',\n                aseI: 'aseI',\n                bamHI: 'bamHI',\n                bbvCI: 'bbvCI',\n                bfaI: 'bfaI',\n                bfuCI: 'bfuCI',\n                bgIII: 'bgIII',\n                bsaHI: 'bsaHI',\n                bspDI: 'bspDI',\n                bstYI: 'bstYI',\n                cac8I: 'cac8I',\n                claI: 'claI',\n                csp6I: 'csp6I',\n                ddeI: 'ddeI',\n                dpnII: 'dpnII',\n                eaeI: 'eaeI',\n                ecoRI: 'ecoRI',\n                ecoRV: 'ecoRV',\n                ecoT22I: 'ecoT22I',\n                haeIII: 'haeIII',\n                hinP1I: 'hinP1I',\n                hindIII: 'hindIII',\n                hpaII: 'hpaII',\n                kpnI: 'kpnI',\n                mluCI: 'mluCI',\n                mseI: 'mseI',\n                mslI: 'mslI',\n                mspI: 'mspI',\n                ncoI: 'ncoI',\n                ndeI: 'ndeI',\n                nheI: 'nheI',\n                nlaIII: 'nlaIII',\n                notI: 'notI',\n                nsiI: 'nsiI',\n                nspI: 'nspI',\n                pstI: 'pstI',\n                rsaI: 'rsaI',\n                sacI: 'sacI',\n                sau3AI: 'sau3AI',\n                sbfI: 'sbfI',\n                sexAI: 'sexAI',\n                sgrAI: 'sgrAI',\n                speI: 'speI',\n                sphI: 'sphI',\n                taqI: 'taqI',\n                xbaI: 'xbaI',\n                xhoI: 'xhoI'\n              ],\n              value:  'aciI',\n              label:  Provide the restriction enzyme used\n            }\n          ],\n      },\n      {\n        name: process_radtags_PE,\n        cname: \"Process radtags PE\",\n        command: process_radtags,\n        category: \"stacks\",\n        output_dir: process_radtags\/PE,\n        inputs: \n          [\n            { name: \"reads_dir\", type: \"PE_read_dir\", description: \"Directory containing one or more multiplexed read files to process\" },\n            { name: tags, type: \"tsv\", description: \"Barcode file\" }\n          ],\n        outputs:\n          [\n            { name: reads_forward_demultiplexed, type: \"fq.gz\", file: \"{individu}_R1.fastq.gz\", description: \"Files of forward reads for each individual\" },\n            { name: reads_reverse_demultiplexed, type: \"fq.gz\", file: \"{individu}_R2.fastq.gz\", description: \"Files of reverse reads for each individual\" },\n            { name: read_dir, type: \"PE_read_dir\", file: \"\/\",  description: \"dir containing demultiplexed files\"}\n          ],\n        options:\n          [\n            {\n              name: process_radtags_barcode_type,\n              type: select,\n              choices: [\n                --inline_null: \"--inline_null\",\n                --index_null: \"--index_null\",\n                --inline_inline: \"--inline_inline\",\n                --index_index: \"--index_index\",\n                --inline_index: \"--inline_index\",\n                --index_inline: \"--index_inline\",\n              ],\n              value: \"--inline_null\",\n              label: Barcode position\n            },\n            {\n              name: process_radtags_threads,\n              prefix: -t,\n              type: numeric,\n              value: 24,\n              min: 1,\n              max: NA,\n              step: 1,\n              label: \"Number of threads to use\",\n            },\n            {\n              name: process_radtags_enzyme_1_PE,\n              type: select,\n              choices:  [\n                aciI: 'aciI',\n                ageI: 'ageI',\n                aluI: 'aluI',\n                apaLI: 'apaLI',\n                apeKI: 'apeKI',\n                apoI: 'apoI',\n                aseI: 'aseI',\n                bamHI: 'bamHI',\n                bbvCI: 'bbvCI',\n                bfaI: 'bfaI',\n                bfuCI: 'bfuCI',\n                bgIII: 'bgIII',\n                bsaHI: 'bsaHI',\n                bspDI: 'bspDI',\n                bstYI: 'bstYI',\n                cac8I: 'cac8I',\n                claI: 'claI',\n                csp6I: 'csp6I',\n                ddeI: 'ddeI',\n                dpnII: 'dpnII',\n                eaeI: 'eaeI',\n                ecoRI: 'ecoRI',\n                ecoRV: 'ecoRV',\n                ecoT22I: 'ecoT22I',\n                haeIII: 'haeIII',\n                hinP1I: 'hinP1I',\n                hindIII: 'hindIII',\n                hpaII: 'hpaII',\n                kpnI: 'kpnI',\n                mluCI: 'mluCI',\n                mseI: 'mseI',\n                mslI: 'mslI',\n                mspI: 'mspI',\n                ncoI: 'ncoI',\n                ndeI: 'ndeI',\n                nheI: 'nheI',\n                nlaIII: 'nlaIII',\n                notI: 'notI',\n                nsiI: 'nsiI',\n                nspI: 'nspI',\n                pstI: 'pstI',\n                rsaI: 'rsaI',\n                sacI: 'sacI',\n                sau3AI: 'sau3AI',\n                sbfI: 'sbfI',\n                sexAI: 'sexAI',\n                sgrAI: 'sgrAI',\n                speI: 'speI',\n                sphI: 'sphI',\n                taqI: 'taqI',\n                xbaI: 'xbaI',\n                xhoI: 'xhoI'\n              ],\n              value:  aciI,\n              label:  Provide the restriction enzyme used\n            },\n            {\n              name: process_radtags_enzyme_2_PE,\n              type: select,\n              choices:  [\n                Not used: \"\",\n                aciI: 'aciI',\n                ageI: 'ageI',\n                aluI: 'aluI',\n                apaLI: 'apaLI',\n                apeKI: 'apeKI',\n                apoI: 'apoI',\n                aseI: 'aseI',\n                bamHI: 'bamHI',\n                bbvCI: 'bbvCI',\n                bfaI: 'bfaI',\n                bfuCI: 'bfuCI',\n                bgIII: 'bgIII',\n                bsaHI: 'bsaHI',\n                bspDI: 'bspDI',\n                bstYI: 'bstYI',\n                cac8I: 'cac8I',\n                claI: 'claI',\n                csp6I: 'csp6I',\n                ddeI: 'ddeI',\n                dpnII: 'dpnII',\n                eaeI: 'eaeI',\n                ecoRI: 'ecoRI',\n                ecoRV: 'ecoRV',\n                ecoT22I: 'ecoT22I',\n                haeIII: 'haeIII',\n                hinP1I: 'hinP1I',\n                hindIII: 'hindIII',\n                hpaII: 'hpaII',\n                kpnI: 'kpnI',\n                mluCI: 'mluCI',\n                mseI: 'mseI',\n                mslI: 'mslI',\n                mspI: 'mspI',\n                ncoI: 'ncoI',\n                ndeI: 'ndeI',\n                nheI: 'nheI',\n                nlaIII: 'nlaIII',\n                notI: 'notI',\n                nsiI: 'nsiI',\n                nspI: 'nspI',\n                pstI: 'pstI',\n                rsaI: 'rsaI',\n                sacI: 'sacI',\n                sau3AI: 'sau3AI',\n                sbfI: 'sbfI',\n                sexAI: 'sexAI',\n                sgrAI: 'sgrAI',\n                speI: 'speI',\n                sphI: 'sphI',\n                taqI: 'taqI',\n                xbaI: 'xbaI',\n                xhoI: 'xhoI'\n              ],\n              value:  '',\n              label:  \"If a double digest was used, provide the second restriction enzyme used\"\n            }\n          ],\n      },\n    ],\n  install:\n    {\n      # stacks: [\n      #   \"cd \/opt\/biotools\",\n      #   \"wget https:\/\/catchenlab.life.illinois.edu\/stacks\/source\/stacks-2.61.tar.gz \",\n      #   \"tar -zxvf stacks-2.61.tar.gz\",\n      #   \"cd stacks-2.61\/\",\n      #   \".\/configure\",\n      #   \"make -j 10\",\n      #   \"make install\",\n      #   \"mv -t ..\/bin sstacks kmer_filter gstacks tsv2bam process_shortreads populations ustacks phasedstacks cstacks process_radtags\",\n      #   \"cd .. && rm -r stacks-2.61 stacks-2.61.tar.gz\"\n      # ]\n    },\n  citations:  {\n    stacks: [\n      \"Rochette, NC, Rivera\u2010Col\u00f3n, AG, Catchen, JM. Stacks 2: Analytical methods for paired\u2010end sequencing improve RADseq\u2010based population genomics. Mol Ecol. 2019; 28: 4737- 4754. https:\/\/doi.org\/10.1111\/mec.15253\"\n    ]\n  }\n}\n"
    }
]