pmid:34465944
Evidence of differential spreading events of grapevine pinot Gris virus in Italy using datamining as a tool.
Jean-Michel Hily · Véronique Komar · Nils Poulicard · Amandine Velt · Lauriane Renault · Pierre Mustin · Emmanuelle Vigne · Anne-Sophie Spilmont · Olivier Lemaire
European journal of plant pathology · 2021 doi:10.1007/s10658-021-02343-3
Abstract
Since its identification in 2003, grapevine Pinot gris virus (GPGV, Trichovirus) has now been detected in most grape-growing countries. So far, little is known about the epidemiology of this newly emerging virus. In this work, we used datamining as a tool to monitor in-silico the sanitary status of three vineyards in Italy. All data used in the study were recovered from a work that was already published and for which data were publicly available as SRA (Sequence Read Archive, NCBI) files. While incomplete, knowledge gathered from this work was still important, with evidence of differential accumulation of the virus in grapevine according to year, location, and variety-rootstock association. Additional data regarding GPGV genetic diversity were collected. Some advantages and pitfalls of datamining are discussed.
The publication
- PubMed · PMID 34465944 The record in the National Library of Medicine.
- The publisher's article · doi:10.1007/s10658-021-02343-3 European journal of plant pathology · 2021
- Jean-Michel Hily · Véronique Komar · Nils Poulicard · Amandine Velt · Lauriane Renault · Pierre Mustin · Emmanuelle Vigne · Anne-Sophie Spilmont · Olivier Lemaire
Source data and code
- 10.1007/s10658-021-02343-3 manuscript · resolved
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Five-stage experiment
- 1 chi square test Definition contingency_analysis · supported
The order is the order the experiment runs them in. The full definitions, contracts and evidence are in the file below.
Paper
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Experiment
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Data
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Analysis
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Execution
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Complete file
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"Montalcino", "2011", "", "", "", "24,825,638", ""], ["SRR5457602", "19", "SG _MO_MR_11_A", "Sangiovese", "420A", "Mid-ripening", "Montalcino", "2011", "", "", "", "31,261,949", ""], ["SRR5457603", "20", "SG _MO_MR_11_B", "Sangiovese", "420A", "Mid-ripening", "Montalcino", "2011", "", "", "", "37,850.541", ""], ["SRR5457604", "21", "SG _MO_MR_11_C", "Sangiovese", "420A", "Mid-ripening", "Montalcino", "2011", "", "", "", "33,319,419", ""], ["SRR5457605", "28", "CS_BO_PV_11_A", "Cabernet Sauvignon", "161–49", "Pre-veraison", "Polgheri", "2011", "2", "91,43", "19,934", "30,211,399", "7287, 7287"], ["SRR5457606", "29", "CS_BO_PV_11_B", "Cabernet Sauvignon", "161–49", "Pre-veraison", "Polgheri", "2011", "2", "44,32", "10,113", "31,519,652", "7254, 7254"], ["SRR5457607", "30", "CS_BO_PV_11_C", "Cabernet Sauvignon", "161–49", "Pre-veraison", "Polgheri", "2011", "1", "100,96", "25,001", "34,310,824", "7247"], ["SRR5457605", "31", "CS_BO_MR_11_A", "Cabernet Sauvignon", "161–49", "Mid-ripening", 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"2012", "2", "74,49", "209 41", "38.951034", "7217,7217"], ["SRR5457664", "126", "CS_130_MR_12_C", "Cabernet Sauvignon", "161–49", "Mid-ripening", "Bolgheri", "2012", "2", "63,53", "15,221", "33,195,577", "7217,7217"]], "row_count": 73, "column_count": 13, "numeric_cells": 621, "header_rows": 1, "locator": "section[3]/table-wrap[1]#Tab1"}}, {"id": "asset:table:pmid:34465944:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:2e0e6a1ef167a55aab34be255b65e4be72a6749553965c59f61b7b85fa7bafaa", "bytes": 9881, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[3]/table-wrap[1]#Tab1", "version": null, "note": "All information regarding the datamining analyses performed from the study from Dal Santo et al., 2018", "structure": {"pmcid": "PMC8390104", "section_index": 2, "section_title": "p", "row_count": 73, "column_count": 13}, "table": {"label": "Table 1", "caption": "All information regarding the datamining analyses performed from the study from Dal Santo et al., 2018", "rows": [["SEA #", "hybridization #", "Sample ID", "Cultivar", "Rootstock", "Developmental Stage", "Location", "Vintage", "GPGV", "RPKM", "Mapped read counts*", "Total read counts", "Genome length (nt)"], ["SRR5457593", "4", "CS_MO_PV_11_A", "Cabernet Sauvignon", "S04", "Pre-veraison", "Montalcino", "2011", "", "", "", "39,659,627", ""], ["SRR5457594", "5", "CS_MO_PV_11_B", "Cabernet Sauvignon", "S04", "Pre-veraison", "Montalcino", "2011", "", "", "", "37,953,191", ""], ["SRR5457595", "6", "CS_MO_PV_11_C", "Cabernet Sauvignon", "S04", "Pre-veraison", "Montalcino", "2011", "", "", "", "45,920,500", ""], ["SRR5457596", "7", "CS_MO_MR_11_A", "Cabernet Sauvignon", "S04", "Mid-ripening", "Montalcino", "2011", "", "", "", "30,131,817", ""], ["SRR5457597", "8", "CS_MO_MR_11_B", "Cabernet Sauvignon", "S04", "Mid-ripening", "Montalcino", "2011", "", "", "", "25,466,144", ""], ["SRR.5457598", "9", "CS_MO_MR_11_C", "Cabernet Sauvignon", "S04", "Mid-ripening", "Montalcino", "2011", "", "", "", "29,627,432", ""], ["SRR5457599", "16", "SG_MO_PV_11_A", "Sangiovese", "420A", "Pre-veraison", "Montalcino", "2011", "", "", "", "30,253,594", ""], ["SRR5457600", "17", "SG _MO_PV_11_B", "Sangiovese", "420A", "Pre-veraison", "Montalcino", "2011", "", "", "", "27,619,510", ""], ["SRR5457601", "18", "SG _MO_PV_11_C", "Sangiovese", "420A", "Pre-veraison", "Montalcino", "2011", "", "", "", "24,825,638", ""], ["SRR5457602", "19", "SG _MO_MR_11_A", "Sangiovese", "420A", "Mid-ripening", "Montalcino", "2011", "", "", "", "31,261,949", ""], ["SRR5457603", "20", "SG _MO_MR_11_B", "Sangiovese", "420A", "Mid-ripening", "Montalcino", "2011", "", "", "", "37,850.541", ""], ["SRR5457604", "21", "SG _MO_MR_11_C", "Sangiovese", "420A", "Mid-ripening", "Montalcino", "2011", "", "", "", "33,319,419", ""], ["SRR5457605", "28", "CS_BO_PV_11_A", "Cabernet Sauvignon", "161–49", "Pre-veraison", "Polgheri", "2011", "2", "91,43", "19,934", "30,211,399", "7287, 7287"], ["SRR5457606", "29", "CS_BO_PV_11_B", "Cabernet Sauvignon", "161–49", "Pre-veraison", "Polgheri", "2011", "2", "44,32", "10,113", "31,519,652", "7254, 7254"], ["SRR5457607", "30", "CS_BO_PV_11_C", "Cabernet Sauvignon", "161–49", "Pre-veraison", "Polgheri", "2011", "1", "100,96", "25,001", "34,310,824", "7247"], ["SRR5457605", "31", "CS_BO_MR_11_A", "Cabernet Sauvignon", "161–49", "Mid-ripening", "Polgheri", "2011", "1", "173,45", "42,993", "34,345,114", "7247"], ["SRR5457609", "32", "CS_BO_MR_11_B", "Cabernet Sauvignon", "161–49", "Mid-ripening", "Polgheri", "2011", "", "", "", "32,004,939", ""], ["SRR5457610", "33", "CS_BO_MR_11_C", "Cabernet Sauvignon", "161–49", "Mid-ripening", "Polgheri", "2011", "", "", "", "32,253,343", ""], ["SRR5457611", "40", "SG_BO_PV_11_A", "Sangiovese", "420A", "Pre-veraison", "Polgheri", "2011", "1", "10,43", "2425", "32,216,454", "7243"], ["SRR5457612", "41", "SG_BO_PV_11_B", "Sangiovese", "420A", "Pre-veraison", "Polgheri", "2011", "1", "9,64", "2092", "30,065,198", "7240"], ["SRR5457613", "42", "SG_BO_PV_11_C", "Sangiovese", "420A", "Pre-veraison", "Polgheri", "2011", "1", "4,52", "922", "25,270,284", "7213"], ["SRR5457614", "43", "SG_BO_MR_11_A", "Sangiovese", "420A", "Mid-ripening", "Polgheri", "2011", "1", "24,92", "6360", "35,361,602", "7307"], ["SRR5457615", "44", "SG_BO_MR_11_B", "Sangiovese", "420A", "Mid-ripening", "Polgheri", "2011", "", "", "", "30,185,292", ""], ["SRR5457616", "45", "SG_BO_MR_11_C", "Sangiovese", "420A", "Mid-ripening", "Polgheri", "2011", "1", "68,12", "15.589", "31,708,932", "7290"], ["SRR5457617", "52", "CS_RI_PV_11_A", "Cabernet Sauvignon", "Kober-5BB", "Pre-veraison", "Riccione", "2011", "1", "128,03", "28,440", "30,778,512", "7254"], ["SRR5457618", "53", "CS_RI_PV_11_B", "Cabernet Sauvignon", "Kober-5BB", "Pre-veraison", "Riccione", "2011", "1", "128,00", "27,080", "29,314,935", "72.54"], ["SRR5457619", "54", "CS_RI_PV_11_C", "Cabernet Sauvignon", "Kober-5BB", "Pre-veraison", "Riccione", "2011", "1", "111,44", "28,416", "35,330,755", "7254"], ["SRR5457620", "55", "CS_RI_MR_11_A", "Cabernet Sauvignon", "Kober-5BB", "Mid-ripening", "Riccione", "2011", "1", "2258,35", "48.5449", "29,784,834", "7254"], ["SRR5457621", "56", "CS_RI_MR_11_B", "Cabernet Sauvignon", "Kober-5BB", "Mid-ripening", "Riccione", "2011", "1", "2225,20", "455,935", "28,390,737", "72.54"], ["SRR5457622", "57", "CS_RI_MR_11_C", "Cabernet Sauvignon", "Kober-5BB", "Mid-ripening", "Riccione", "2011", "1", "1565,76", "284,493", "25,176,180", "72.54"], ["SRR5457623", "64", "SG_RI_PV_11_A", "Sangiovese", "420A", "Pre-veraison", "Riccione", "2011", "1", "89,48", "17,871", "27,673,291", "7258"], ["SRR5457624", "65", "SG_RI_PV_11_B", "Sangiovese", "420A", "Pre-veraison", "Riccione", "2011", "1", "58,23", "11,621", "27,651,896", "7254"], ["SRR5457625", "66", "SG_RI_PV_11_C", "Sangiovese", "420A", "Pre-veraison", "Riccione", "2011", "1", "135,88", "27,403", "27,943,588", "7254"], ["SRR5457626", "67", "SG_RI_MR_11_A", "Sangiovese", "420A", "Mid-ripening", "Riccione", "2011", "1", "299,59", "48,006", "22,202,853", "7289"], ["SRR5457627", "68", "SG_RI_MR_11_B", "Sangiovese", "420A", "Mid-ripening", "Riccione", "2011", "1", "414,33", "89,289", "29,860,068", "7254"], ["SRR5457628", "59", "SG_RI_MR_11_C", "Sangiovese", "420A", "Mid-ripening", "Riccione", "2011", "1", "300,74", "61,377", "28,278,938", "7254"], ["SRR5457629", "91", "SG_BO_PV_12_A", "Sangiovese", "420A", "Pre-veraison", "Bolgheri", "2012", "1", "3,99", "884", "30,685,737", "7214"], ["SRR5457630", "92", "SG_BO_PV_12_B", "Sangiovese", "420A", "Pre-veraison", "Bolgheri", "2012", "1", "3,29", "684", "28,765,541", "7250"], ["SRR5457631", "93", "SG_BO_PV_12_C", "Sangiovese", "420A", "Pre-veraison", "Bolgheri", "2012", "✓", "1,87", "455", "33,797,617", "7131"], ["SRR5457632", "94", "SG_MO_PV_12_A", "Sangiovese", "420A", "Pre-veraison", "Montalcino", "2012", "✓", "0,69", "143", "28,565,019", "4800"], ["SRR5457633", "95", "SG_MO_PV_12_B", "Sangiovese", "420A", "Pre-veraison", "Montalcino", "2012", "✓", "2,99", "675", "31,322,839", "7201"], ["SRR5457634", "96", "SG_MO_PV_12_C", "Sangiovese", "420A", "Pre-veraison", "Montalcino", "2012", "✓", "1.43", "312", "30,193,456", "6686"], ["SRR5457635", "97", "SG_RI_PV_12_A", "Sangiovese", "420A", "Pre-veraison", "Riccione", "2012", "1", "46,29", "10,705", "32,044,752", "7257"], ["SRR5457636", "98", "SG_RI_PV_12_B", "Sangiovese", "420A", "Pre-veraison", "Riccione", "2012", "1", "41,83", "7769", "25,735,588", "7253"], ["SRR5457637", "99", "SG_RI_PV_12_C", "Sangiovese", "420A", "Pre-veraison", "Riccione", "2012", "1", "38,53", "8245", "29,653,480", "7271"], ["SRR5457539", "100", "CS_MO_PV_12_A", "Sangiovese", "420A", "Pre-veraison", "Montalcino", "2012", "", "", "", "28,374,413", ""], ["SRR5457639", "101", "CS_MO_PV_12_B", "Cabernet Sauvignon", "S04", "Pre-veraison", "Montalcino", "2012", "", "", "", 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"CS_RI_MR_11_C", "Cabernet Sauvignon", "Kober-5BB", "Mid-ripening", "Riccione", "2011", "1", "1565,76", "284,493", "25,176,180", "72.54"], ["SRR5457623", "64", "SG_RI_PV_11_A", "Sangiovese", "420A", "Pre-veraison", "Riccione", "2011", "1", "89,48", "17,871", "27,673,291", "7258"], ["SRR5457624", "65", "SG_RI_PV_11_B", "Sangiovese", "420A", "Pre-veraison", "Riccione", "2011", "1", "58,23", "11,621", "27,651,896", "7254"], ["SRR5457625", "66", "SG_RI_PV_11_C", "Sangiovese", "420A", "Pre-veraison", "Riccione", "2011", "1", "135,88", "27,403", "27,943,588", "7254"], ["SRR5457626", "67", "SG_RI_MR_11_A", "Sangiovese", "420A", "Mid-ripening", "Riccione", "2011", "1", "299,59", "48,006", "22,202,853", "7289"], ["SRR5457627", "68", "SG_RI_MR_11_B", "Sangiovese", "420A", "Mid-ripening", "Riccione", "2011", "1", "414,33", "89,289", "29,860,068", "7254"], ["SRR5457628", "59", "SG_RI_MR_11_C", "Sangiovese", "420A", "Mid-ripening", "Riccione", "2011", "1", "300,74", "61,377", "28,278,938", "7254"], ["SRR5457629", "91", "SG_BO_PV_12_A", "Sangiovese", "420A", "Pre-veraison", "Bolgheri", "2012", "1", "3,99", "884", "30,685,737", "7214"], ["SRR5457630", "92", "SG_BO_PV_12_B", "Sangiovese", "420A", "Pre-veraison", "Bolgheri", "2012", "1", "3,29", "684", "28,765,541", "7250"], ["SRR5457631", "93", "SG_BO_PV_12_C", "Sangiovese", "420A", "Pre-veraison", "Bolgheri", "2012", "✓", "1,87", "455", "33,797,617", "7131"], ["SRR5457632", "94", "SG_MO_PV_12_A", "Sangiovese", "420A", "Pre-veraison", "Montalcino", "2012", "✓", "0,69", "143", "28,565,019", "4800"], ["SRR5457633", "95", "SG_MO_PV_12_B", "Sangiovese", "420A", "Pre-veraison", "Montalcino", "2012", "✓", "2,99", "675", "31,322,839", "7201"], ["SRR5457634", "96", "SG_MO_PV_12_C", "Sangiovese", "420A", "Pre-veraison", "Montalcino", "2012", "✓", "1.43", "312", "30,193,456", "6686"], ["SRR5457635", "97", "SG_RI_PV_12_A", "Sangiovese", "420A", "Pre-veraison", "Riccione", "2012", "1", "46,29", "10,705", "32,044,752", "7257"], ["SRR5457636", 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"105", "CS_RI_PV_12_C", "Cabernet Sauvignon", "Kober-5BB", "Pre-veraison", "Riccione", "2012", "1", "63,52", "14,937", "32,582,117", "7253"], ["SRR5457644", "106", "CS_BO_PV_12_A", "Cabernet Sauvignon", "161–49", "Pre-veraison", "Bolgheri", "2012", "1", "20,46", "2295", "15,541,092", "7277"], ["SRR5457645", "107", "CS_BO_PV_12_B", "Cabernet Sauvignon", "161–49", "Pre-veraison", "Bolgheri", "2012", "1", "14,68", "2996", "28,275,962", "7223"], ["SRR5457646", "108", "CS_BO_PV_12_C", "Cabernet Sauvignon", "161–49", "Pre-veraison", "Bolgheri", "2012", "1", "26,84", "12,934", "66,769,968", "7282"], ["SRR5457647", "109", "SG_BO_MR_12_A", "Sangiovese", "420A", "Mid-ripening", "Bolgheri", "2012", "✓", "0,97", "216", "30,804,911", "6126"], ["SRR5457648", "110", "SG_BO_MR_12_B", "Sangiovese", "420A", "Mid-ripening", "Bolgheri", "2012", "1", "6,31", "1463", "32,129,314", "7219"], ["SRR5457649", "111", "SG_BO_MR_12_C", "Sangiovese", "420A", "Mid-ripening", "Bolgheri", "2012", "✓", "2.15", "388", "25,018,444", "6948"], ["SRR5457650", "112", "SG_MO_MR_12_A", "Sangiovese", "420A", "Mid-ripening", "Montalcino", "2012", "", "", "", "24,003,382", ""], ["SRR5457651", "113", "SG_MO_MR_12_B", "Sangiovese", "420A", "Mid-ripening", "Montalcino", "2012", "", "", "", "37,168,759", ""], ["SRR5457652", "114", "SG_MO_MR_12_C", "Sangiovese", "420A", "Mid-ripening", "Montalcino", "2012", "", "", "", "29,938,586", ""], ["SRR5457653", "115", "SG_RI_MR_12_A", "Sangiovese", "420A", "Mid-ripening", "Riccione", "2012", "1", "28,48", "7041", "34,255,543", "7250"], ["SRR5457654", "116", "SG_RI_MR_12_B", "Sangiovese", "420A", "Mid-ripening", "Riccione", "2012", "1", "31,09", "6790", "30,258,155", "7250"], ["SRR5457655", "117", "SG_RI_MR_12_C", "Sangiovese", "420A", "Mid-ripening", "Riccione", "2012", "1", "7,48", "1524", "28,230,567", "7255"], ["SRR5457656", "118", "CS_MO_MR_12_A", "Sangiovese", "420A", "Mid-ripening", "Montalcino", "2012", "✓", "1,05", "224", "29,549,033", "6431"], ["SRR5457657", "119", "CS_MO_MR_12_B", "Cabernet Sauvignon", "S04", "Mid-ripen−ng", "Montalcino", "2012", "", "", "", "22,749,636", ""], ["SRR5457658", "120", "CS_MO_MR_12_C", "Cabernet Sauvignon", "S04", "Mid-ripening", "Montalcino", "2012", "", "", "", "29,723,920", ""], ["SRR5457659", "121", "CS_RI_MR_12_A", "Cabernet Sauvignon", "Kober-5BB", "Mid-ripening", "Riccione", "2012", "1", "408,02", "82,399", "27,982,523", "7250"], ["SRR5457660", "122", "CS_RI_MR_12_B", "Cabernet Sauvignon", "Kober-5BB", "Mid-ripening", "Riccione", "2012", "1", "923,80", "235,636", "35,343,145", "7284"], ["SRR5457661", "123", "CS_RI_MR_12_C", "Cabernet Sauvignon", "Kober-5BB", "Mid-ripening", "Riccione", "2012", "1", "1336,91", "318,331", "32,992,910", "7277"], ["SRR5457662", "124", "CS_BO_MR_12_A", "Cabernet Sauvignon", "161–49", "Mid-ripening", "Bolgheri", "2012", "2", "117,96", "24,447", "28,741,196", "7217,7217"], ["SRR5457663", "125", "CS_130_MR_12_B", "Cabernet Sauvignon", "161–49", "Mid-ripening", "Bolgheri", "2012", "2", "74,49", "209 41", "38.951034", "7217,7217"], ["SRR5457664", "126", "CS_130_MR_12_C", "Cabernet Sauvignon", "161–49", "Mid-ripening", "Bolgheri", "2012", "2", "63,53", "15,221", "33,195,577", "7217,7217"]], "row_count": 73, "column_count": 13, "numeric_cells": 621, "header_rows": 1, "locator": "section[3]/table-wrap[1]#Tab1"}}, {"id": "asset:table:pmid:34465944:6", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:2e0e6a1ef167a55aab34be255b65e4be72a6749553965c59f61b7b85fa7bafaa", "bytes": 9881, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[3]/table-wrap[1]#Tab1", "version": null, "note": "All information regarding the datamining analyses performed from the study from Dal Santo et al., 2018", "structure": {"pmcid": "PMC8390104", "section_index": 6, "section_title": "p", "row_count": 73, "column_count": 13}, "table": {"label": "Table 1", "caption": "All information regarding the datamining analyses performed from the study from Dal Santo et al., 2018", "rows": [["SEA #", "hybridization #", "Sample ID", "Cultivar", "Rootstock", "Developmental Stage", "Location", "Vintage", "GPGV", "RPKM", "Mapped read counts*", "Total read counts", "Genome length (nt)"], ["SRR5457593", "4", "CS_MO_PV_11_A", "Cabernet Sauvignon", "S04", "Pre-veraison", "Montalcino", "2011", "", "", "", "39,659,627", ""], ["SRR5457594", "5", "CS_MO_PV_11_B", "Cabernet Sauvignon", "S04", "Pre-veraison", "Montalcino", "2011", "", "", "", "37,953,191", ""], ["SRR5457595", "6", "CS_MO_PV_11_C", "Cabernet Sauvignon", "S04", "Pre-veraison", "Montalcino", "2011", "", "", "", "45,920,500", ""], ["SRR5457596", "7", "CS_MO_MR_11_A", "Cabernet Sauvignon", "S04", "Mid-ripening", "Montalcino", "2011", "", "", "", "30,131,817", ""], ["SRR5457597", "8", "CS_MO_MR_11_B", "Cabernet Sauvignon", "S04", "Mid-ripening", "Montalcino", "2011", "", "", "", "25,466,144", ""], ["SRR.5457598", "9", "CS_MO_MR_11_C", "Cabernet Sauvignon", "S04", "Mid-ripening", "Montalcino", "2011", "", "", "", "29,627,432", ""], ["SRR5457599", "16", "SG_MO_PV_11_A", "Sangiovese", "420A", "Pre-veraison", "Montalcino", "2011", "", "", "", "30,253,594", ""], ["SRR5457600", "17", "SG _MO_PV_11_B", "Sangiovese", "420A", "Pre-veraison", "Montalcino", "2011", "", "", "", "27,619,510", ""], ["SRR5457601", "18", "SG _MO_PV_11_C", "Sangiovese", "420A", "Pre-veraison", "Montalcino", "2011", "", "", "", "24,825,638", ""], ["SRR5457602", "19", "SG _MO_MR_11_A", "Sangiovese", "420A", "Mid-ripening", "Montalcino", "2011", "", "", "", "31,261,949", ""], ["SRR5457603", "20", "SG _MO_MR_11_B", "Sangiovese", "420A", "Mid-ripening", "Montalcino", "2011", "", "", "", "37,850.541", ""], ["SRR5457604", "21", "SG _MO_MR_11_C", "Sangiovese", "420A", "Mid-ripening", "Montalcino", "2011", "", "", "", "33,319,419", ""], ["SRR5457605", "28", "CS_BO_PV_11_A", "Cabernet Sauvignon", "161–49", "Pre-veraison", "Polgheri", "2011", "2", "91,43", "19,934", "30,211,399", "7287, 7287"], ["SRR5457606", "29", "CS_BO_PV_11_B", "Cabernet Sauvignon", "161–49", "Pre-veraison", "Polgheri", "2011", "2", "44,32", "10,113", "31,519,652", "7254, 7254"], ["SRR5457607", "30", "CS_BO_PV_11_C", "Cabernet Sauvignon", "161–49", "Pre-veraison", "Polgheri", "2011", "1", "100,96", "25,001", "34,310,824", "7247"], ["SRR5457605", "31", "CS_BO_MR_11_A", "Cabernet Sauvignon", "161–49", "Mid-ripening", "Polgheri", "2011", "1", "173,45", "42,993", "34,345,114", "7247"], ["SRR5457609", "32", "CS_BO_MR_11_B", "Cabernet Sauvignon", "161–49", "Mid-ripening", "Polgheri", "2011", "", "", "", "32,004,939", ""], ["SRR5457610", "33", "CS_BO_MR_11_C", "Cabernet Sauvignon", "161–49", "Mid-ripening", "Polgheri", "2011", "", "", "", "32,253,343", ""], ["SRR5457611", "40", "SG_BO_PV_11_A", "Sangiovese", "420A", "Pre-veraison", "Polgheri", "2011", "1", "10,43", "2425", "32,216,454", "7243"], ["SRR5457612", "41", "SG_BO_PV_11_B", "Sangiovese", "420A", "Pre-veraison", "Polgheri", "2011", "1", "9,64", "2092", "30,065,198", "7240"], ["SRR5457613", "42", "SG_BO_PV_11_C", "Sangiovese", "420A", "Pre-veraison", "Polgheri", "2011", "1", "4,52", "922", "25,270,284", "7213"], ["SRR5457614", "43", "SG_BO_MR_11_A", "Sangiovese", "420A", "Mid-ripening", "Polgheri", "2011", "1", "24,92", "6360", "35,361,602", "7307"], ["SRR5457615", "44", "SG_BO_MR_11_B", "Sangiovese", "420A", "Mid-ripening", "Polgheri", "2011", "", "", "", "30,185,292", ""], ["SRR5457616", "45", "SG_BO_MR_11_C", "Sangiovese", "420A", "Mid-ripening", "Polgheri", "2011", "1", "68,12", "15.589", "31,708,932", "7290"], ["SRR5457617", "52", "CS_RI_PV_11_A", "Cabernet Sauvignon", "Kober-5BB", "Pre-veraison", "Riccione", "2011", "1", "128,03", "28,440", "30,778,512", "7254"], ["SRR5457618", "53", "CS_RI_PV_11_B", "Cabernet Sauvignon", "Kober-5BB", "Pre-veraison", "Riccione", "2011", "1", "128,00", "27,080", "29,314,935", "72.54"], ["SRR5457619", "54", "CS_RI_PV_11_C", "Cabernet Sauvignon", "Kober-5BB", "Pre-veraison", "Riccione", "2011", "1", "111,44", "28,416", "35,330,755", "7254"], ["SRR5457620", "55", "CS_RI_MR_11_A", "Cabernet Sauvignon", "Kober-5BB", "Mid-ripening", "Riccione", "2011", "1", "2258,35", "48.5449", "29,784,834", "7254"], ["SRR5457621", "56", "CS_RI_MR_11_B", "Cabernet Sauvignon", "Kober-5BB", "Mid-ripening", "Riccione", "2011", "1", "2225,20", "455,935", "28,390,737", "72.54"], ["SRR5457622", "57", "CS_RI_MR_11_C", "Cabernet Sauvignon", "Kober-5BB", "Mid-ripening", "Riccione", "2011", "1", "1565,76", "284,493", "25,176,180", "72.54"], ["SRR5457623", "64", "SG_RI_PV_11_A", "Sangiovese", "420A", "Pre-veraison", "Riccione", "2011", "1", "89,48", "17,871", "27,673,291", "7258"], ["SRR5457624", "65", "SG_RI_PV_11_B", "Sangiovese", "420A", "Pre-veraison", "Riccione", "2011", "1", "58,23", "11,621", "27,651,896", "7254"], ["SRR5457625", "66", "SG_RI_PV_11_C", "Sangiovese", "420A", "Pre-veraison", "Riccione", "2011", "1", "135,88", "27,403", "27,943,588", "7254"], ["SRR5457626", "67", "SG_RI_MR_11_A", "Sangiovese", "420A", "Mid-ripening", "Riccione", "2011", "1", "299,59", "48,006", "22,202,853", "7289"], ["SRR5457627", "68", "SG_RI_MR_11_B", "Sangiovese", "420A", "Mid-ripening", "Riccione", "2011", "1", "414,33", "89,289", "29,860,068", "7254"], ["SRR5457628", "59", "SG_RI_MR_11_C", "Sangiovese", "420A", "Mid-ripening", "Riccione", "2011", "1", "300,74", "61,377", "28,278,938", "7254"], ["SRR5457629", "91", "SG_BO_PV_12_A", "Sangiovese", "420A", "Pre-veraison", "Bolgheri", "2012", "1", "3,99", "884", "30,685,737", "7214"], ["SRR5457630", "92", "SG_BO_PV_12_B", "Sangiovese", "420A", "Pre-veraison", "Bolgheri", "2012", "1", "3,29", "684", "28,765,541", "7250"], ["SRR5457631", "93", "SG_BO_PV_12_C", "Sangiovese", "420A", "Pre-veraison", "Bolgheri", "2012", "✓", "1,87", "455", "33,797,617", "7131"], ["SRR5457632", "94", "SG_MO_PV_12_A", "Sangiovese", "420A", "Pre-veraison", "Montalcino", "2012", "✓", 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