2b:null 2c:["$","title",null,{"children":"Historique des données météo | ToulouseDataviz | Observable"}] 31:T947,graph_temp = Plot.plot({ marginLeft: 50, marginTop: 20, marginBottom: 40, width: 640, height: 500, y: { grid: true, label: "Température °c", domain: [extend_tmin[0] * 1.2, extend_tmax[1] * 1.2] }, x: { ticks: minDate > 1940 ? temp_max_annee.map((d) => d.annee).filter((d, i) => i % 5 === 0) : temp_max_annee.map((d) => d.annee).filter((d, i) => i % 10 === 0), tickFormat: ".0f", grid: true, domain: [minDate, 2023], label: "Année" }, style: { background: "#000", color: "#fff", fontSize: "12px" }, caption: html`Historique des températures maximales et minimales à ${localite} - Source Météo-France `, marks: [ Plot.frame(), Plot.line(temp_max_annee, { x: "annee", y: "temp", stroke: "red" }), Plot.line(temp_min_annee, { x: "annee", y: "temp", stroke: "lightblue" }), Plot.line(regression_gen_temp(temp_max_annee), { x: "0", y: "1", stroke: "orange" }), Plot.line(regression_gen_temp(temp_min_annee), { x: "0", y: "1", stroke: "orange" }), Plot.text( [ `température max\n` + extent_date_temp_max_annee[0] + ` : ` + reg_min_tmax.toFixed(1) + `°c => ` + extent_date_temp_max_annee[1] + ` : ` + reg_max_tmax.toFixed(1) + `°c \nÉvolution = ` + reg_tmax_diff + `°C` ], { frameAnchor: "middle", fontSize: 14, x: minDate + 5, y: extend_tmax[1] * 1.1, lineWidth: 50, textAnchor: "start", lineHeight: 1.2, monospace: true, clip: true, fill: "orange" } ), Plot.text( [ `température min\n` + extent_date_temp_max_annee[0] + ` : ` + reg_min_tmin.toFixed(1) + `°c => ` + extent_date_temp_max_annee[1] + ` : ` + reg_max_tmin.toFixed(1) + `°c \nÉvolution = ` + reg_tmin_diff + `°c` ], { frameAnchor: "middle", fontSize: 14, x: minDate + 5, y: 5, //extend_tmin[0], lineWidth: 50, textAnchor: "start", lineHeight: 1.2, monospace: true, clip: true, fill: "orange" } ) ] })32:T9cc,{ if (nbJ_temp_max.length != 0) { var graph_nbj_sup_tmax = Plot.plot({ marginLeft: 50, marginTop: 20, marginBottom: 40, width: 640, height: 500, y: { grid: true, label: "Nb de jours" }, x: { //ticks: nbJ_temp_max.map((d) => d.annee).filter((d, i) => i % 5 === 0), ticks: minDate > 1940 ? nbJ_temp_max.map((d) => d.annee).filter((d, i) => i % 5 === 0) : nbJ_temp_max.map((d) => d.annee).filter((d, i) => i % 10 === 0), tickFormat: "%Y", domain: [ new Date(minDate.toString()), //new Date(extent_date_nbJ_temp_max[0].toString()), new Date("2024") ], label: "Année" }, style: { background: "#000", color: "#fff" }, caption: html`Nombre de jours dans l'année avec une température max > ${select_sup_temp_max} à ${localite}
- Ligne pointillée = droite de régression
- Ligne jaune = moyenne sur 5 ans glissante`, marks: [ Plot.frame(), Plot.rectY(nbJ_temp_max, { x: "annee", y: "nbjour", interval: d3.utcYear, fill: "red", inset: 0.7 // gap }), Plot.line(regression_gen_nbj(nbJ_temp_max), { x: "0", y: "1", strokeDasharray: [3, 3], strokeWidth: 2, stroke: "#d5d5d5" }), Plot.line(movingAverageData(nbJ_temp_max), { x: "annee", y: "movingAverage", stroke: "yellow", strokeWidth: 2, label: "5-Year Moving Average" }), Plot.text( [ ` Nb de jours avec une température >` + select_sup_temp_max + `\n ` + extent_date_nbJ_temp_max[0] + ` : ` + reg_min_nbJ_tmax.toFixed(1) + `j => ` + extent_date_nbJ_temp_max[1] + ` : ` + reg_max_nbJ_tmax.toFixed(1) + `j \n Évolution = ` + reg_nbJ_diff + `j` ], { frameAnchor: "left", fontSize: 14, x: new Date((minDate + 5).toString()), y: extend_nb_jour[1] * 0.93, lineWidth: 50, textAnchor: "start", lineHeight: 1.2, monospace: true, clip: true } ) ] }); } return graph_nbj_sup_tmax; }33:Ta13,graph_nbj_sup_tmin = { if (nbJ_temp_min.length != 0) { var graph_nbj_sup_tmin = Plot.plot({ marginLeft: 50, marginTop: 20, marginBottom: 40, width: 640, height: 500, y: { grid: true }, x: { //ticks: nbJ_temp_min.map((d) => d.annee).filter((d, i) => i % 5 === 0), ticks: minDate > 1940 ? nbJ_temp_min.map((d) => d.annee).filter((d, i) => i % 5 === 0) : nbJ_temp_min.map((d) => d.annee).filter((d, i) => i % 10 === 0), tickFormat: "%Y", domain: [ new Date(minDate.toString()), //new Date(extent_date_nbJ_temp_min[0].toString()), new Date("2024") ] }, style: { background: "#000", color: "#fff" }, caption: html`Nombre de jours dans l'année avec une température minimale > ${select_sup_temp_min} à ${localite}
- Ligne pointillée = droite de régression
- Ligne jaune = moyenne sur 5 ans glissante`, marks: [ Plot.frame(), Plot.rectY(nbJ_temp_min, { x: "annee", y: "nbjour", interval: d3.utcYear, fill: "orange", inset: 0.7 // gap }), Plot.line(regression_gen_nbj(nbJ_temp_min), { x: "0", y: "1", strokeDasharray: [3, 3], strokeWidth: 2, stroke: "#d5d5d5" }), Plot.line(movingAverageData(nbJ_temp_min), { x: "annee", y: "movingAverage", stroke: "yellow", strokeWidth: 2, label: "5-Year Moving Average" }), Plot.text( [ ` Nb de jours avec une température minimale >` + select_sup_temp_min + `\n ` + extent_date_nbJ_temp_min[0] + ` : ` + reg_max_nbJ_tmin.toFixed(1) + `j => ` + extent_date_nbJ_temp_min[1] + ` : ` + reg_min_nbJ_tmin.toFixed(1) + `j\n Évolution : ` + reg_nbJ_tmin_diff + `j` ], { frameAnchor: "left", fontSize: 14, x: new Date((minDate + 5).toString()), //x: new Date(extent_date_nbJ_temp_min[0]), y: extend_nbJ_min[1] * 0.93, lineWidth: 50, textAnchor: "start", select_sup_temp_maxlineHeight: 1.2, monospace: true, clip: true } ) ] }); } return graph_nbj_sup_tmin; }34:T8eb,graph_nbj_inf_tmin_ = Plot.plot({ marginLeft: 50, marginTop: 20, marginBottom: 40, width: 640, height: 500, y: { grid: true, label: "Nb de jours" }, x: { //ticks: nbJ_temp_min_inf.map((d) => d.annee).filter((d, i) => i % 5 === 0), ticks: minDate > 1940 ? nbJ_temp_min_inf.map((d) => d.annee).filter((d, i) => i % 5 === 0) : nbJ_temp_min_inf.map((d) => d.annee).filter((d, i) => i % 10 === 0), tickFormat: "%Y", // domain: [new Date(minDate.toString()), new Date("2024")], domain: [ new Date(minDate.toString()), //new Date(extent_date_nbJ_temp_min_inf[0].toString()), new Date("2024") ], label: "Année" }, style: { background: "#000", color: "#f7fcfd" }, caption: html`Nombre de jours dans l'année avec une température minimale > ${select_inf_temp_min} à ${localite}
- Ligne pointillée = droite de régression
- Ligne jaune = moyenne sur 5 ans glissante`, marks: [ Plot.frame(), Plot.rectY(nbJ_temp_min_inf, { x: "annee", y: "nbjour", interval: d3.utcYear, fill: "#ccc", inset: 0.7 // gap }), Plot.line(regression_gen_nbj(nbJ_temp_min_inf), { x: "0", y: "1", strokeDasharray: [3, 3], strokeWidth: 2, stroke: "#d5d5d5" }), Plot.line(movingAverageData(nbJ_temp_min_inf), { x: "annee", y: "movingAverage", stroke: "yellow", strokeWidth: 2, label: "5-Year Moving Average" }), Plot.text( [ ` Nb de jours avec une température minimale <` + select_inf_temp_min + `\n ` + extent_date_nbJ_temp_min_inf[0] + ` : ` + reg_max_nbJ_tmin_inf.toFixed(1) + `j => ` + extent_date_nbJ_temp_min_inf[1] + ` : ` + reg_min_nbJ_tmin_inf.toFixed(1) + `j \n Évolution : ` + reg_nbJ_tmin_inf_diff + `j` ], { frameAnchor: "left", fontSize: 14, x: new Date((minDate + 5).toString()), y: extend_nb_jour_inf_min[1] * 0.93, lineWidth: 80, textAnchor: "start", lineHeight: 1.2, monospace: true, fill: "red", clip: true } ) ] })35:T8c5,graph_precipitation = Plot.plot({ marginLeft: 50, marginTop: 20, marginBottom: 40, width: 640, height: 500, y: { grid: true, label: "Précipitations en mm" }, x: { ticks: minDate > 1940 ? precipitation_annee.map((d) => d.annee).filter((d, i) => i % 5 === 0) : precipitation_annee .map((d) => d.annee) .filter((d, i) => i % 10 === 0), //ticks: precipitation_annee.map((d) => d.annee).filter((d, i) => i % 5 === 0), tickFormat: "%Y", //domain: [new Date(minDate.toString()), new Date("2024")], domain: [new Date(minDate.toString()), new Date("2024")], label: "Année" }, style: { background: "#000", color: "#fff" }, caption: html`Précipitations cumulées de l'année en mm à ${localite}
- Ligne pointillée = droite de régression
- Ligne jaune = moyenne sur 5 ans glissante`, marks: [ Plot.frame(), Plot.rectY(precipitation_annee, { x: "annee", y: "nbjour", interval: d3.utcYear, fill: "#2171b5", inset: 0.7 // gap }), Plot.line(regression_gen_nbj(precipitation_annee), { x: "0", y: "1", strokeDasharray: [3, 3], strokeWidth: 2, stroke: "#d5d5d5" }), Plot.line(movingAverageData(precipitation_annee), { x: "annee", y: "movingAverage", stroke: "yellow", strokeWidth: 2, label: "5-Year Moving Average" }), Plot.text( [ ` Précipitations cumulées ` + `\n ` + extent_date_precipitation_annee[0] + ` : ` + reg_max_nb_jour_precipitation.toFixed(1) + `mm => ` + extent_date_precipitation_annee[1] + ` : ` + reg_min_nb_jour_precipitation.toFixed(1) + `mm (` + reg_nbJ_precipitation_annee_diff + `mm)\n Evolution : ` + reg_nbJ_precipitation_delta_pourcent + ` %` ], { frameAnchor: "left", fontSize: 14, x: new Date((minDate + 5).toString()), y: extend_nb_jour_precipitation[1] * 0.93, lineWidth: 50, textAnchor: "start", lineHeight: 1.2, monospace: true, clip: true } ) ] })36:T17d8,grap_heatmap = { var content = html`

`; yield content; var annees = d3.range( d3.extent(data, (d) => d.annee)[0], d3.extent(data, (d) => d.annee)[1], 1 ); var margin = { top: 100, right: 30, bottom: 120, left: 50 }; var maxScale = 30; var minScale = -20; var maxDate = d3.max(data, (d) => d.annee); var minDate = d3.min(data, (d) => d.annee); var jours = d3.range(1, 366, 1); var colorScale = d3 .scaleLinear() .domain([minScale, 0, (maxScale - 0) / 2, maxScale]) .range(["#3182bd", "#249716", "#fcc147", "#c30f45"]); var moisName = d3 .scaleOrdinal() .domain([30, 60, 90, 120, 150, 180, 210, 240, 270, 300, 330, 360]) .range([ "Jan", "Fev", "Mars", "Avr", "Mai", "Juin", "Juil", "Aout", "Sept", "Oct", "Nov", "Dec" ]); //var gridSizejour = Math.floor(width / jours.length) * 1.2; var gridSizejour = Math.floor(width / jours.length); var gridSizeannee = Math.floor(width / jours.length) * 6; var height = gridSizeannee * annees.length; const parseDate = d3.utcParse("%Y-%m-%d"); //const parseDate = d3.utcParse("%d/%m/%Y"); var maingroup = d3 .select("#chart_temp_container") .append("svg") .attr("class", "svg") .attr("width", width + margin.left + margin.right) .attr("height", height + margin.top + margin.bottom) .append("g") .attr("transform", "translate(" + margin.left + "," + margin.top + ")"); // ====================================== LABEL annee ================================ var anneesLabels = maingroup .selectAll(".anneesLabel") .data(annees) .enter() .append("text") .attr("font-size", 20) .text(function (d) { return d % 5 == 0 ? d : ""; }) .attr("x", 0) .attr("y", function (d, i) { return i * gridSizeannee; }) .attr("transform", "translate(-4," + gridSizeannee / 2 + ")") .style("text-anchor", "end"); // ====================================== LABEL mois ================================ var moissLabels = maingroup .selectAll(".moisLabel") .data(jours) .enter() .append("text") .attr("class", "textmoisLabel") .text(function (d) { return +d % 30 == 0 ? moisName(d) : ""; }) .attr("x", function (d, i) { return (i - 5) * gridSizejour; }) .attr("font-size", 20) .attr("y", 0) .attr("transform", "translate(" + gridSizejour / 2 + ", -6)") .style("text-anchor", "end"); var formatjourannee = d3.timeFormat("%j"); var moisBar = maingroup .selectAll(".moisBar") .data([31, 59, 90, 120, 151, 181, 212, 243, 273, 304, 334, 365]) .enter() .append("line") .attr("x1", function (d) { return d * gridSizejour; }) .attr("y1", 0) .attr("x2", function (d) { return d * gridSizejour; }) .attr("y1", -10) .style("stroke", "blue") .style("stroke-opacity", 1) .style("fill", "blue"); //================================ TEXTE=========================================== maingroup .append("text") .attr("class", "credit") .attr("x", 0) .attr("y", gridSizeannee * (annees.length + 1) + 15) .style("text-anchor", "start") .attr("font-size", 14) .text("Source : Météo-France - Données manquantes en blanc "); maingroup .append("text") .attr("class", "title") .attr("x", width / 2) .attr("y", -60) .attr("font-size", 20) .style("text-anchor", "middle") .text( localite + " - Températures journalières minimales de " + minDate + " à " + maxDate ); maingroup .append("text") .attr("class", "subtitle") .attr("x", width / 2) .attr("y", -40) .attr("font-size", 14) .style("text-anchor", "middle") .text("(" + data.length + " mesures)"); //================================ HEATMAP ======================================== var heatMap = maingroup .selectAll(".hour") .data(data) .enter() .append("rect") .attr("x", function (d) { return +d.jour_annee * gridSizejour; }) .attr("y", function (d) { return (d.annee - minDate) * gridSizeannee; }) .attr("width", gridSizejour) .attr("height", gridSizeannee) .style("stroke", "none") .style("stroke-opacity", 0) .style("fill", function (d) { return d.tmin == -99 ? "white" : colorScale(d.tmin); }) .append("title") .text(function (d) { return ( "date : " + d3.timeFormat("%d-%b-%Y")(d.date) + "\nTempérature : " + d.tmin + " °C" ); }); //==================================== LEGEND =========================================== var legendSize = 5; var legendMap = maingroup .selectAll(".legend") .data(d3.range(minScale, maxScale + 1, 1)) .enter() .append("rect") .attr("x", function (d) { return width / 2.5 + d * legendSize * gridSizejour; }) .attr("y", gridSizeannee * (annees.length + 1) + 30) .attr("width", gridSizejour * legendSize) .attr("height", gridSizeannee * 2) .style("stroke", "none") .style("stroke-opacity", 0) .style("fill", function (d) { return colorScale(d); }); maingroup .append("text") .attr("class", "legendTitle") .attr("x", width / 2) .attr("y", gridSizeannee * annees.length + 37) .attr("font-size", 18) .style("text-anchor", "middle") .text("Echelle des températures"); var legenLabels = maingroup .selectAll(".legendLabel") .data(d3.range(minScale, maxScale + 1, 1)) .enter() .append("text") .attr("font-size", 18) .text(function (d) { return d % 5 == 0 ? d : ""; }) .attr("x", function (d) { return ( width / 2.5 + legendSize * gridSizejour + d * legendSize * gridSizejour ); }) .attr("y", gridSizeannee * (annees.length + 1) + 70) .attr("transform", "translate(-4," + gridSizeannee / 2 + ")") .style("text-anchor", "middle"); return svg; }37:[{"id":"09ceecf4e3344006f4445edfe804f67f166c2e511a9e0d93b4447bd01406e9907ba13b3e69eee8dae2d7472fe625b1e7b5b026e3bca169ca01e2a2c3f037ec75","href":"https://static.observableusercontent.com/files/09ceecf4e3344006f4445edfe804f67f166c2e511a9e0d93b4447bd01406e9907ba13b3e69eee8dae2d7472fe625b1e7b5b026e3bca169ca01e2a2c3f037ec75","name":"Meteo_france_selection_historique@5.csv","type":"text/csv","lastModified":1738687139214.971,"size":24604801}] 2f:{"id":"7dbb265177165aa0","slug":"historique-des-donnees-meteo","title":" Historique des données météo","thumbnail":"c01d46671a69f14f2cbcf641108a53e51f525e1c7380e5fa32a375a7a2884d4b","access_level":"unlisted","create_time":"$D2025-02-04T16:38:59.214Z","update_time":"$D2025-03-08T15:55:12.758Z","view_time":null,"first_public_time":null,"fork":true,"stars":0,"starred":false,"owner":{"type":"team","id":"356546a635010146","login":"tdvz","name":"ToulouseDataviz","avatar_url":"https://avatars-next.observableusercontent.com/8cc8684f3b4b43d6bc2009295d66ea4d6c8dd1f1277afd34eb0f010ade242a05","tier":"starter_2024"},"version":7903,"publish_version":null,"role":null,"authored":false,"authors":[{"type":"individual","id":"39f8227195038a1f","login":"aotten","name":"Alain Ottenheimer","avatar_url":"https://avatars-next.observableusercontent.com/c908270df8ca89015b1f236bb9cc9fb2d79a649dbedef18f6cf2290d288650c3","tier":null}],"members":[{"type":"individual","id":"39f8227195038a1f","login":"aotten","name":"Alain Ottenheimer","avatar_url":"https://avatars-next.observableusercontent.com/c908270df8ca89015b1f236bb9cc9fb2d79a649dbedef18f6cf2290d288650c3","tier":null,"role":"editor"},{"type":"team","id":"356546a635010146","login":"tdvz","name":"ToulouseDataviz","avatar_url":"https://avatars-next.observableusercontent.com/8cc8684f3b4b43d6bc2009295d66ea4d6c8dd1f1277afd34eb0f010ade242a05","tier":"starter_2024","role":"editor"}],"comments":[],"custom_thumbnail":true,"trashed":false,"subscribed":null,"forks":1,"collection":null,"type":"notebook","body":{"title":" Historique des données météo","cells":[{"id":4,"value":"md`\n# Historique des données météo`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":1432,"value":"md`\n#### Exploration des données météo de 1872-2020(*) de localités françaises. \n\nLes **données** proviennent du site [**météo.data.gouv**](https://meteo.data.gouv.fr/datasets/6569b51ae64326786e4e8e1a)\n\n###### - **localité** : lieu du relevé de la localité \n###### - **tmin** : température minimale sous abri (en °C et 1/10) (TN)\n###### - **tmax** : \ttempérature maximale sous abri (en °C et 1/10) (TM)\n###### - **dg** : durée de gel sous abri (T ≤ 0°C) (en mn) (DG)\n###### - **rr**:\tquantité de précipitation tombée en 24 heures (RR)\n###### Note : Si valeur manquante : valeur = -99\n###### (*) suivant les localités\n`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5001,"value":"md`#### Tableau `","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6713,"value":"viewof table_actions = Inputs.table(data)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":7714,"value":"md`\n#### Evolution des températures `","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6601,"value":"viewof localite = Inputs.select(liste_localite.sort(), {\n label: \"Choisir une ville\",\n value: liste_localite[liste_localite.length - 5]\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5798,"value":"$31","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5014,"value":"md`\n#### Évolution du nombre de jours en dessous ou au dessus d'un seuil de température `","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5302,"value":"viewof select_sup_temp_max = Inputs.radio([\"32°c\", \"25°c\", \"21°c\", \"15°c\"], {\n label: \"Choisir le seuil de temperature maximale\",\n value: \"21°c\"\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5315,"value":"$32","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5628,"value":"viewof select_sup_temp_min = Inputs.radio([, \"15°c\", \"17°c\", \"19°c\", \"21°c\"], {\n label: \"Choisir le seuil de temperature minimale\",\n value: \"17°c\"\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5605,"value":"$33","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5699,"value":"viewof select_inf_temp_min = Inputs.radio([\"-3°c\", \"+0°c\", \"+3°c\"], {\n label: \"Choisir le seuil de temperature minimale\",\n value: \"+0°c\"\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5690,"value":"$34","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":7755,"value":"md`\n#### Evolution des Précipitations `","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6366,"value":"$35","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":7761,"value":"md`\n#### Heatmap des températures `","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6537,"value":"$36","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":7765,"value":"md`\n#### Data `","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":7779,"value":"raw_data = {\n const raw_data = await FileAttachment(\n \"Meteo_france_selection_historique@5.csv\"\n ).csv();\n const parseDate = d3.utcParse(\"%Y-%m-%d\");\n const temp = raw_data.map((row) => {\n return {\n localite: row.NOM_USUEL,\n date: parseDate(row.DATE),\n annee: +d3.timeFormat(\"%Y\")(parseDate(row.DATE)),\n mois: d3.timeFormat(\"%m\")(parseDate(row.DATE)),\n jour: d3.timeFormat(\"%d\")(parseDate(row.DATE)),\n jour_annee: d3.timeFormat(\"%j\")(parseDate(row.DATE)),\n tmin: row.TN != \"\" ? +row.TN : -99,\n tmax: row.TX != \"\" ? +row.TX : -99,\n dg: row.DG != \"\" ? +row.DG : -99,\n rr: row.RR != \"\" ? +row.RR : -99\n };\n });\n\n return temp;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":7452,"value":"data = raw_data\n //.filter((d) => d.annee >= annee_debut)\n .filter((d) => d.localite == localite)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":7805,"value":"md`\n#### traitement Data `","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":7208,"value":"annees = d3.range(\n d3.extent(data, (d) => d.annee)[0],\n d3.extent(data, (d) => d.annee)[1],\n 1\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6865,"value":"liste_localite = Array.from(new Set(raw_data.map((d) => d.localite)))","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5319,"value":"nbJ_temp_max = {\n const parseDate = d3.timeParse(\"%Y-%m\");\n const nbJ_temp_max_temporary = d3.rollups(\n data.filter((d) => d.tmax > +select_sup_temp_max.slice(0, 2)),\n (v) => d3.count(v, (d) => d.tmax),\n (d) => +d3.timeFormat(\"%Y\")(d.date)\n );\n const temp = nbJ_temp_max_temporary.map((row) => ({\n annee: parseDate(row[0] + \"-06\"),\n nbjour: row[1]\n }));\n return temp;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5611,"value":"nbJ_temp_min = {\n const parseDate = d3.timeParse(\"%Y-%m\");\n const nbJ_temp_min_temporary = d3.rollups(\n data.filter((d) => d.tmin > +select_sup_temp_min.slice(0, 2)),\n (v) => d3.count(v, (d) => d.tmin),\n (d) => d.annee\n );\n const temp = nbJ_temp_min_temporary.map((row) => ({\n annee: parseDate(row[0] + \"-06\"),\n nbjour: row[1]\n }));\n return temp;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5695,"value":"nbJ_temp_min_inf = {\n const parseDate = d3.timeParse(\"%Y-%m\");\n const nbJ_temp_min_inf_temporary = d3.rollups(\n data.filter(\n (d) => (d.tmin < +select_inf_temp_min.slice(0, 2)) & (d.tmin > -98)\n ),\n (v) => d3.count(v, (d) => d.tmin),\n (d) => d.annee\n );\n const temp = nbJ_temp_min_inf_temporary.map((row) => ({\n annee: parseDate(row[0] + \"-06\"),\n nbjour: row[1]\n }));\n return temp;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5803,"value":"temp_max_annee = {\n const temp_max_annee_temporary = d3.rollups(\n data,\n (v) => d3.max(v, (d) => d.tmax),\n (d) => d.annee\n );\n const temp = temp_max_annee_temporary.map((row) => ({\n annee: row[0],\n temp: row[1]\n }));\n return temp.filter((d) => d.temp != -99);\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5856,"value":"temp_min_annee = {\n const temp_min_annee_temporary = d3.rollups(\n data,\n (v) => d3.min(v, (d) => d.tmin),\n (d) => d.annee\n );\n const temp = temp_min_annee_temporary.map((row) => ({\n annee: row[0],\n temp: row[1]\n }));\n return temp.filter((d) => d.temp != -99);\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6360,"value":"precipitation_annee = {\n const parseDate = d3.timeParse(\"%Y-%m\");\n const precipitation_annee_temporary = d3.rollups(\n data,\n (v) => d3.sum(v, (d) => (d.rr >= 0 ? d.rr : 0)),\n (d) => d.annee\n );\n const temp = precipitation_annee_temporary.map((row) => ({\n annee: parseDate(row[0] + \"-06\"),\n nbjour: row[1]\n }));\n return temp.filter((d) => d.nbjour != 0);\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":7834,"value":"md`\n#### Fonctions `","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":7630,"value":"function movingAverageData(data) {\n const temp = data\n .map((d, i) => {\n if (i < 4) return null; // Skip rows where a 5-year average cannot be calculated\n const subset = data.slice(i - 4, i + 1); // Get the last 5 years\n const avg =\n subset.reduce((sum, row) => sum + row.nbjour, 0) / subset.length;\n return { annee: d.annee, nbjour: d.nbjour, movingAverage: avg };\n })\n .filter((d) => d !== null); // Remove rows with insufficient data\n return temp;\n}\n\n/*\nmovingAverageData = nbJ_temp_max\n .map((d, i) => {\n if (i < 4) return null; // Skip rows where a 5-year average cannot be calculated\n const subset = nbJ_temp_max.slice(i - 4, i + 1); // Get the last 5 years\n const avg =\n subset.reduce((sum, row) => sum + row.nbjour, 0) / subset.length;\n return { annee: d.annee, nbjour: d.nbjour, movingAverage: avg };\n })\n .filter((d) => d !== null) // Remove rows with insufficient data\n*/","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5351,"value":"regression_gen_nbj = d3\n .regressionLinear()\n .x((d) => d.annee)\n .y((d) => d.nbjour)\n//.domain([1960, 2000])","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5879,"value":"regression_gen_temp = d3\n .regressionLinear()\n .x((d) => d.annee)\n .y((d) => d.temp)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":7459,"value":"function range(start, end) {\n var ans = [];\n for (let i = start; i <= end; i++) {\n ans.push(i.toString());\n }\n return ans;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":7857,"value":"md`\n#### valeurs `","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":7243,"value":"minDate = d3.min(data, (d) => d.annee)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5764,"value":"annee_fin = 2023","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":7365,"value":"extent_date_temp_max_annee = d3.extent(temp_max_annee.map((d) => d.annee))","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5469,"value":"extend_nb_jour = d3.extent(\n nbJ_temp_max.filter((d) => d.nbjour != -99).map((d) => d.nbjour)\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5258,"value":"extend_tmax = d3.extent(data.filter((d) => d.tmax != -99).map((d) => d.tmax))","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5241,"value":"extend_tmin = d3.extent(data.filter((d) => d.tmin != -99).map((d) => d.tmin))","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6456,"value":"reg_min_tmax = +regression_gen_temp(temp_max_annee)[0][1].toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6460,"value":"reg_max_tmax = +regression_gen_temp(temp_max_annee)[1][1].toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6462,"value":"reg_tmax_diff = (reg_max_tmax - reg_min_tmax).toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6466,"value":"reg_tmax_delta_pourcent = (100 * (reg_max_tmax / reg_min_tmax - 1)).toFixed(\n 1\n) == 0\n ? (100 * (reg_max_tmax / reg_min_tmax - 1)).toFixed(1)\n : (100 * (reg_max_tmax / reg_min_tmax - 1)).toFixed(0)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6478,"value":"reg_min_tmin = +regression_gen_temp(temp_min_annee)[0][1].toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6480,"value":"reg_max_tmin = +regression_gen_temp(temp_min_annee)[1][1].toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6482,"value":"reg_tmin_diff = (reg_max_tmin - reg_min_tmin).toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6486,"value":"reg_tmin_delta_pourcent = (100 * (reg_max_tmin / reg_min_tmin - 1)).toFixed(0)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":7848,"value":"--------------------------","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":5274,"value":"extent_date_nbJ_temp_max = d3.extent(\n nbJ_temp_max.map((d) => d3.timeFormat(\"%Y\")(new Date(d.annee)))\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5427,"value":"reg_max_nbJ_tmax= +regression_gen_nbj(nbJ_temp_max)[1][1].toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5422,"value":"reg_min_nbJ_tmax = +regression_gen_nbj(nbJ_temp_max)[0][1].toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5442,"value":"reg_nbJ_diff= (reg_max_nbJ_tmax - reg_min_nbJ_tmax ).toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5430,"value":"reg_nbJ_delta_pourcent = (\n 100 *\n (reg_max_nbJ_tmax / reg_min_nbJ_tmax - 1)\n).toFixed(0)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":7350,"value":"extent_date_nbJ_temp_min = d3.extent(\n nbJ_temp_min.map((d) => d3.timeFormat(\"%Y\")(new Date(d.annee)))\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5716,"value":"--------------------------","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":5625,"value":"extend_nbJ_min = d3.extent(\n nbJ_temp_min.filter((d) => d.nbjour != -99).map((d) => d.nbjour)\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5661,"value":"reg_min_nbJ_tmin= +regression_gen_nbj(nbJ_temp_min)[1][1].toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5666,"value":"reg_max_nbJ_tmin= +regression_gen_nbj(nbJ_temp_min)[0][1].toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5672,"value":"reg_nbJ_tmin_diff = (reg_min_nbJ_tmin - reg_max_nbJ_tmin).toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5674,"value":"reg_nbJ_tmin_delta_pourcent = Math.abs(\n (100 * (reg_min_nbJ_tmin / reg_max_nbJ_tmin - 1)).toFixed(0)\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5718,"value":"--------------------------","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":7354,"value":"extent_date_nbJ_temp_min_inf = d3.extent(\n nbJ_temp_min_inf.map((d) => d3.timeFormat(\"%Y\")(new Date(d.annee)))\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5722,"value":"extend_nb_jour_inf_min = d3.extent(\n nbJ_temp_min_inf.filter((d) => d.nbjour != -99).map((d) => d.nbjour)\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5725,"value":"reg_min_nbJ_tmin_inf = +regression_gen_nbj(nbJ_temp_min_inf)[1][1].toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5729,"value":"reg_max_nbJ_tmin_inf = +regression_gen_nbj(nbJ_temp_min_inf)[0][1].toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5733,"value":"reg_nbJ_tmin_inf_diff = (reg_min_nbJ_tmin_inf - reg_max_nbJ_tmin_inf).toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5735,"value":"reg_nbJ_tmin_inf_delta_pourcent = (\n 100 *\n (reg_min_nbJ_tmin_inf / reg_max_nbJ_tmin_inf - 1)\n).toFixed(0)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6350,"value":"--------------------------","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":7358,"value":"extent_date_precipitation_annee = d3.extent(\n precipitation_annee.map((d) => d3.timeFormat(\"%Y\")(new Date(d.annee)))\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6354,"value":"extend_nb_jour_precipitation = d3.extent(\n precipitation_annee.filter((d) => d.nbjour != -99).map((d) => d.nbjour)\n) //","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6392,"value":"reg_max_nb_jour_precipitation = +regression_gen_nbj(\n precipitation_annee\n)[0][1].toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6397,"value":"reg_min_nb_jour_precipitation = +regression_gen_nbj(\n precipitation_annee\n)[1][1].toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6400,"value":"reg_nbJ_precipitation_annee_diff = (\n reg_min_nb_jour_precipitation - reg_max_nb_jour_precipitation\n).toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":6404,"value":"reg_nbJ_precipitation_delta_pourcent = (\n 100 *\n (reg_min_nb_jour_precipitation / reg_max_nb_jour_precipitation - 1)\n).toFixed(0)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":7490,"value":"--------------------------","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":7868,"value":"md`\n#### Librairies `","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5116,"value":"d3 = require(\"d3@7\", \"d3-regression\")","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5146,"value":"md``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5148,"value":"md``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":5150,"value":"md``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":2528,"value":"md``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":1862,"value":"md``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":2285,"value":"md``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"}],"files":"$W37","stdlib":"1","titling":"auto"}} 30:"$2f:body"