2b:null 2c:["$","title",null,{"children":"Changement climatique | Alain Ottenheimer | Observable"}] 31:T839,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: temp_max_year.map((d) => d.year).filter((d, i) => i % 5 === 0), tickFormat: ".0f", grid: true, label: "Année" }, style: { background: "#000", color: "#fff", fontSize: "12px" }, caption: html`Températures maximales et minimales de l'année à à ${ ville_name.NAME.split(",")[0] } `, marks: [ Plot.line(temp_max_year, { x: "year", y: "temp", stroke: "red" }), Plot.line(temp_min_year, { x: "year", y: "temp", stroke: "#f7fcfd" }), Plot.line(regression_gen_temp(temp_max_year), { x: "0", y: "1", stroke: "orange" }), Plot.line(regression_gen_temp(temp_min_year), { x: "0", y: "1", stroke: "white" }), Plot.text( [ `température max ` + `\n1947 : ` + reg_min_tMax.toFixed(1) + `°c => 2020 : ` + reg_max_tMax.toFixed(1) + `°c (+` + reg_tMax_diff + `°c)\nEvolution : ` + reg_tMax_delta_pourcent + ` %` ], { frameAnchor: "middle", fontSize: 14, x: annee_debut + 2, y: extend_tMax[1] * 1.1, lineWidth: 50, textAnchor: "start", lineHeight: 1.2, monospace: true, clip: true } ), Plot.text( [ `température min ` + `\n1947 : ` + reg_min_tMin.toFixed(1) + `°c => 2020 : ` + reg_max_tMin.toFixed(1) + `°c (+` + reg_tMin_diff + `°c)\nEvolution : ` + reg_tMin_delta_pourcent + ` %` ], { frameAnchor: "middle", fontSize: 14, x: annee_debut + 2, y: 5, //extend_tMin[0], lineWidth: 50, textAnchor: "start", lineHeight: 1.2, monospace: true, clip: true } ) ] })32:T58f,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), tickFormat: "%Y", label: "Année" }, style: { background: "#000", color: "#fff" }, caption: html`Nombre de jours dans l'année avec une température max > ${select_sup_temp_max} à ${ ville_name.NAME.split(",")[0] } `, marks: [ Plot.frame(), Plot.rectY(nbJ_temp_max, { x: "annee", y: "nbDay", interval: d3.utcYear, fill: "red", inset: 0.7 // gap }), Plot.line(regression_gen_nbj(nbJ_temp_max), { x: "0", y: "1", stroke: "white" }), Plot.text( [ ` Nb de jours avec une température >` + select_sup_temp_max + `\n 1947 : ` + reg_min_nbJ_tMax.toFixed(1) + `j => 2020 : ` + reg_max_nbJ_tMax.toFixed(1) + `j (+` + reg_nbJ_diff + `j)\n Evolution : ` + reg_nbJ_delta_pourcent + ` %` ], { frameAnchor: "left", fontSize: 14, //x: annee_debut, y: extend_nb_jour[1] * 0.93, lineWidth: 50, textAnchor: "start", lineHeight: 1.2, monospace: true, clip: true } ) ] })33:T58c,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), tickFormat: "%Y" }, style: { background: "#000", color: "#fff" }, caption: html`Nombre de jours dans l'année avec une température minimale > ${select_sup_temp_min} à ${ ville_name.NAME.split(",")[0] } `, marks: [ Plot.frame(), Plot.rectY(nbJ_temp_min, { x: "annee", y: "nbDay", interval: d3.utcYear, fill: "orange", inset: 0.7 // gap }), Plot.line(regression_gen_nbj(nbJ_temp_min), { x: "0", y: "1", stroke: "white" }), Plot.text( [ ` Nb de jours avec une température minimale >` + select_sup_temp_min + `\n 1947 : ` + reg_max_nbJ_tMin.toFixed(1) + `j => 2020 : ` + reg_min_nbJ_tMin.toFixed(1) + `j (+` + reg_nbJ_tmin_diff + `j)\n Evolution : ` + reg_nbJ_delta_pourcent + ` %` ], { frameAnchor: "left", fontSize: 14, //x: annee_debut, y: extend_nbJ_min[1] * 0.93, lineWidth: 50, textAnchor: "start", select_sup_temp_maxlineHeight: 1.2, monospace: true, clip: true } ) ] })34:T5ca,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), tickFormat: "%Y", label: "Année" }, style: { background: "#000", color: "#f7fcfd" }, caption: html`Nombre de jours dans l'année avec une température min < ${select_inf_temp_min} à ${ ville_name.NAME.split(",")[0] } `, marks: [ Plot.frame(), Plot.rectY(nbJ_temp_min_inf, { x: "annee", y: "nbDay", interval: d3.utcYear, fill: "#ccc", inset: 0 // gap }), Plot.line(regression_gen_nbj(nbJ_temp_min_inf), { x: "0", y: "1", stroke: "white" }), Plot.text( [ ` Nb de jours avec une température minimale <` + select_inf_temp_min + `\n 1947 : ` + reg_max_nbJ_tMin_inf.toFixed(1) + `j => 2020 : ` + reg_min_nbJ_tMin_inf.toFixed(1) + `j (+` + reg_nbJ_tMin_inf_diff + `j)\n Evolution : ` + reg_nbJ_tmin_inf_delta_pourcent + ` %` ], { frameAnchor: "left", fontSize: 14, //x: annee_debut, y: extend_nb_jour_inf_min[1] * 0.93, lineWidth: 80, textAnchor: "start", lineHeight: 1.2, monospace: true, clip: true } ) ] })35:T598,graph_precipitation = 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), tickFormat: "%Y", label: "Année" }, style: { background: "#000", color: "#fff" }, caption: html`Précipitations cumulées de l'année en mm à ${ ville_name.NAME.split(",")[0] } `, marks: [ Plot.frame(), Plot.rectY(precipitation_year, { x: "annee", y: "nbDay", interval: d3.utcYear, fill: "#2171b5", inset: 0 // gap }), Plot.line(regression_gen_nbj(precipitation_year), { x: "0", y: "1", stroke: "white" }), Plot.text( [ ` Précipitations cumulées ` + `\n 1947 : ` + reg_max_nb_jour_precipitation.toFixed(1) + `mm => 2020 : ` + reg_min_nb_jour_precipitation.toFixed(1) + `mm (+` + reg_nbJ_precipitation_year_diff + `mm)\n Evolution : ` + reg_nbJ_precipitation_delta_pourcent + ` %` ], { frameAnchor: "left", fontSize: 14, //x: annee_debut, y: extend_nb_jour_precipitation[1] * 0.93, lineWidth: 50, textAnchor: "start", lineHeight: 1.2, monospace: true, clip: true } ) ] })36:T17d3,grap_heatmap = { var content = html`

`; yield content; var years = d3.range( d3.extent(meteo_city, (d) => d.year)[0], d3.extent(meteo_city, (d) => d.year)[1], 1 ); var margin = { top: 60, right: 30, bottom: 120, left: 40 }; var maxScale = 30; var minScale = -20; var maxDate = d3.max(meteo_city, (d) => d.year); var minDate = d3.min(meteo_city, (d) => d.year); var days = d3.range(1, 366, 1); var colorScale = d3 .scaleLinear() .domain([minScale, 0, (maxScale - 0) / 2, maxScale]) .range(["#3182bd", "#249716", "#fcc147", "#c30f45"]); var monthName = 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 gridSizeDay = Math.floor(width / days.length) * 1.2; var gridSizeYear = Math.floor(width / days.length) * 6; var height = gridSizeYear * years.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", 1600 + margin.left + margin.right) .attr("height", height + margin.top + margin.bottom) .append("g") .attr("transform", "translate(" + margin.left + "," + margin.top + ")"); // ====================================== LABEL YEAR ================================ var yearsLabels = maingroup .selectAll(".yearsLabel") .data(years) .enter() .append("text") .attr("font-size", 12) .text(function (d) { return d % 5 == 0 ? d : ""; }) .attr("x", 0) .attr("y", function (d, i) { return i * gridSizeYear; }) .attr("transform", "translate(-4," + gridSizeYear / 2 + ")") .style("text-anchor", "end"); // ====================================== LABEL MONTH ================================ var monthsLabels = maingroup .selectAll(".monthLabel") .data(days) .enter() .append("text") .attr("class", "textmonthLabel") .text(function (d) { return +d % 30 == 0 ? monthName(d) : ""; }) .attr("x", function (d, i) { return (i - 5) * gridSizeDay; }) .attr("font-size", 10) .attr("y", 0) .attr("transform", "translate(" + gridSizeDay / 2 + ", -6)") .style("text-anchor", "end"); var formatDayYear = d3.timeFormat("%j"); var monthBar = maingroup .selectAll(".monthBar") .data([31, 59, 90, 120, 151, 181, 212, 243, 273, 304, 334, 365]) .enter() .append("line") .attr("x1", function (d) { return d * gridSizeDay; }) .attr("y1", 0) .attr("x2", function (d) { return d * gridSizeDay; }) .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", gridSizeYear * (years.length + 1) + 25) .style("text-anchor", "start") .attr("font-size", 10) .text( "Basé sur les données de la NOAA (National Oceanic and Atmosphéric Administration - USA)" ); maingroup .append("text") .attr("class", "title") .attr("x", width / 2) .attr("y", -45) .style("text-anchor", "middle") .text( ville_name.NAME.split(",")[0] + " - Températures journalières minimales de " + minDate + " à " + maxDate ); maingroup .append("text") .attr("class", "subtitle") .attr("x", width / 2) .attr("y", -25) .attr("font-size", 12) .style("text-anchor", "middle") .text("(" + meteo_city.length + " mesures)"); //================================ HEATMAP ======================================== var heatMap = maingroup .selectAll(".hour") .data(meteo_city) .enter() .append("rect") .attr("x", function (d) { return +d.dayYear * gridSizeDay; }) .attr("y", function (d) { return (d.year - annee_debut) * gridSizeYear; }) .attr("width", gridSizeDay) .attr("height", gridSizeYear) .style("stroke", "none") .style("stroke-opacity", 0) .style("fill", function (d) { return colorScale(d.tMin); }) .append("title") .text(function (d) { return ( "date : " + d3.timeFormat("%a-%b-%Y")(parseDate(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 * gridSizeDay; }) .attr("y", gridSizeYear * (years.length + 1) + 50) .attr("width", gridSizeDay * legendSize) .attr("height", gridSizeYear * 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", gridSizeYear * years.length + 55) .attr("font-size", 14) .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", 10) .text(function (d) { return d % 5 == 0 ? d : ""; }) .attr("x", function (d) { return ( width / 2.5 + legendSize * gridSizeDay + d * legendSize * gridSizeDay ); }) .attr("y", gridSizeYear * (years.length + 1) + 80) .attr("transform", "translate(-4," + gridSizeYear / 2 + ")") .attr("font-size", 10) .style("text-anchor", "middle"); return svg; }37:[{"id":"3316d2fa87dce355d79b70a9c1e0e471349a2f9962200fd43eebe3cfb628b5f6c1ce0dde544bc805779c34bd4548b331686b02456e2bcc82d0cb44b4166c5f6c","href":"https://static.observableusercontent.com/files/3316d2fa87dce355d79b70a9c1e0e471349a2f9962200fd43eebe3cfb628b5f6c1ce0dde544bc805779c34bd4548b331686b02456e2bcc82d0cb44b4166c5f6c","name":"temp_villes_FR@1.csv","type":"text/csv","lastModified":1659642009164.211,"size":5193131},{"id":"5b3ddb716cc13f72c1a8e32745e3e29093870b273793ccb8ecf62ff27abbb1ddfd70658ea9fa38ed5b1bf33c8c7f71cee3f7498fff74d9a22245dd7e1baa3851","href":"https://static.observableusercontent.com/files/5b3ddb716cc13f72c1a8e32745e3e29093870b273793ccb8ecf62ff27abbb1ddfd70658ea9fa38ed5b1bf33c8c7f71cee3f7498fff74d9a22245dd7e1baa3851","name":"villes_ref@2.csv","type":"text/csv","lastModified":1659642205454.767,"size":371}] 2f:{"id":"fc2e2cb72623f034","slug":null,"title":" Changement climatique ","thumbnail":"5e4b31349a1310f8b96a326bbbea9f771d838355b8274346e16de20f76084368","access_level":"public","create_time":"$D2022-07-29T16:43:30.134Z","update_time":"$D2026-03-05T15:13:13.039Z","view_time":null,"first_public_time":"$D2022-11-03T13:49:45.530Z","has_unpublished_edits":null,"fork":true,"stars":0,"starred":false,"owner":{"type":"team","id":"8abb31dbb05a1a94","login":"aotten","name":"Alain Ottenheimer","avatar_url":"https://avatars-next.observableusercontent.com/c908270df8ca89015b1f236bb9cc9fb2d79a649dbedef18f6cf2290d288650c3","tier":"starter_2024"},"version":6791,"publish_version":null,"role":null,"authored":false,"authors":[{"type":"individual","id":"39f8227195038a1f","login":"aotten","name":"Alain Ottenheimer","avatar_url":"https://avatars-next.observableusercontent.com/c908270df8ca89015b1f236bb9cc9fb2d79a649dbedef18f6cf2290d288650c3","tier":null}],"members":[{"type":"individual","id":"39f8227195038a1f","login":"aotten","name":"Alain Ottenheimer","avatar_url":"https://avatars-next.observableusercontent.com/c908270df8ca89015b1f236bb9cc9fb2d79a649dbedef18f6cf2290d288650c3","tier":null,"role":"editor"},{"type":"team","id":"8abb31dbb05a1a94","login":"aotten","name":"Alain Ottenheimer","avatar_url":"https://avatars-next.observableusercontent.com/c908270df8ca89015b1f236bb9cc9fb2d79a649dbedef18f6cf2290d288650c3","tier":"starter_2024","role":"viewer"}],"comments":[],"custom_thumbnail":true,"trashed":false,"lapsed":null,"subscribed":null,"forks":1,"collection":{"id":"635978eee692106d","slug":"projets","title":"1- Projets","owner":{"id":"8abb31dbb05a1a94","login":"aotten","name":"Alain Ottenheimer"}},"type":"notebook","body":{"titling":"auto","title":" Changement climatique ","cells":[{"id":4,"value":"note = md`\n# Changement climatique \n## Historique des températures de villes françaises de 1947-2020.\n`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":2516,"value":"md``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":1432,"value":"md`\n## INTRODUCTION \n\nLes **données** de température et de précipitation proviennent du site internet [**NOAA**](https://www.ncdc.noaa.gov/cdo-web/). \nCes données sont présentées dans le tableau suivant :\n\n`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5001,"value":"md`## DATA TABLE `","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6713,"value":"viewof table_actions = Inputs.table(meteo_city)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6716,"value":"viewof table_villes_ref = Inputs.table(villes_ref)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":2513,"value":"md``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":2455,"value":"md`\n## INTERACTION \n\n\n`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6112,"value":"Sélectionnez l’échelle de temps qui correspond à votre année de naissance\n\nEt visualisez comment ont évolué les températures depuis cette date.","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":5229,"value":"viewof annee_debut = Inputs.range([1946, 2020], {\n step: 1,\n value: 1947,\n label: \"Choisir l'année basse\"\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6601,"value":"viewof ville_name = Inputs.select(villes_ref, {\n label: \"Choisir une ville\",\n format: (x) => x.NAME,\n value: villes_ref.find((t) => t.NAME === \"TOULOUSE BLAGNAC, FR\")\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5014,"value":"md`\n## GRAPHICS \n\n`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6782,"value":"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5798,"value":"$31","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5302,"value":"viewof select_sup_temp_max = Inputs.radio(\n [\"36°c\", \"32°c\", \"25°c\", \"21°c\", \"15°c\"],\n {\n label: \"Choisir le seuil de temperature maximale\",\n value: \"32°c\"\n }\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5315,"value":"$32","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5628,"value":"viewof select_sup_temp_min = Inputs.radio([, \"15°c\", \"17°c\", \"19°c\", \"21°c\"], {\n label: \"Choisir le seuil de temperature minimale\",\n value: \"21°c\"\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5605,"value":"$33","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5699,"value":"viewof select_inf_temp_min = Inputs.radio([\"-3°c\", \"+0°c\", \"+3°c\"], {\n label: \"Choisir le seuil de temperature minimale\",\n value: \"+0°c\"\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5690,"value":"$34","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6366,"value":"$35","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6537,"value":"$36","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":2510,"value":"md``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5052,"value":"md`\n## DATA \n\n`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6579,"value":"meteo_city_raw = FileAttachment(\"temp_villes_FR@1.csv\").csv()","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5203,"value":"meteo_city = {\n //const parseDate = d3.utcParse(\"%Y-%m-%d\");\n const parseDate = d3.utcParse(\"%d/%m/%Y\");\n const temp = meteo_city_raw.map((row) => ({\n CODE: row.CODE,\n DATE: row.DATE,\n date: parseDate(row.DATE),\n year: +d3.timeFormat(\"%Y\")(parseDate(row.DATE)),\n month: d3.timeFormat(\"%m\")(parseDate(row.DATE)),\n day: d3.timeFormat(\"%d\")(parseDate(row.DATE)),\n dayYear: d3.timeFormat(\"%j\")(parseDate(row.DATE)),\n tMin: row.TMIN != \"\" ? +row.TMIN : -99,\n tMax: row.TMAX != \"\" ? +row.TMAX : -99,\n tAvg: row.TAVG != \"\" ? +row.TAVG : -99,\n PRCP: row.PRCP != \"\" ? +row.PRCP : -99\n }));\n return temp.filter(\n (d) =>\n (d.year <= annee_fin) &\n (d.year >= annee_debut) &\n (d.CODE == ville_name.CODE)\n );\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6595,"value":"villes_ref = FileAttachment(\"villes_ref@2.csv\").csv()","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5061,"value":"md`\n## DATA TREATMENT \n`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5292,"value":"nbJ_temp_max_temporary = d3.rollups(\n meteo_city.filter((d) => d.tMax > +select_sup_temp_max.slice(0, 2)),\n (v) => d3.count(v, (d) => d.tMax),\n (d) => +d3.timeFormat(\"%Y\")(d.date)\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5319,"value":"nbJ_temp_max = {\n const parseDate = d3.timeParse(\"%Y-%m\");\n const temp = nbJ_temp_max_temporary.map((row) => ({\n annee: parseDate(row[0] + \"-06\"),\n nbDay: row[1]\n }));\n return temp;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5607,"value":"nbJ_temp_min_temporary = d3.rollups(\n meteo_city.filter((d) => d.tMin > +select_sup_temp_min.slice(0, 2)),\n (v) => d3.count(v, (d) => d.tMin),\n (d) => d.year\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6086,"value":"meteo_city.filter((d) => d.tMax > +select_sup_temp_max.slice(0, 2))","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5611,"value":"nbJ_temp_min = {\n const parseDate = d3.timeParse(\"%Y-%m\");\n const temp = nbJ_temp_min_temporary.map((row) => ({\n annee: parseDate(row[0] + \"-06\"),\n nbDay: row[1]\n }));\n return temp;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5692,"value":"nbJ_temp_min_inf_temporary = d3.rollups(\n meteo_city.filter((d) => d.tMin < +select_inf_temp_min.slice(0, 2)),\n (v) => d3.count(v, (d) => d.tMin),\n (d) => d.year\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5695,"value":"nbJ_temp_min_inf = {\n const parseDate = d3.timeParse(\"%Y-%m\");\n const temp = nbJ_temp_min_inf_temporary.map((row) => ({\n annee: parseDate(row[0] + \"-06\"),\n nbDay: row[1]\n }));\n return temp;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5800,"value":"temp_max_year_temporary = d3.rollups(\n meteo_city,\n (v) => d3.max(v, (d) => d.tMax),\n (d) => d.year\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5803,"value":"temp_max_year = {\n const temp = temp_max_year_temporary.map((row) => ({\n year: row[0],\n temp: row[1]\n }));\n return temp;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5854,"value":"temp_min_year_temporary = d3.rollups(\n meteo_city,\n (v) => d3.min(v, (d) => d.tMin),\n (d) => d.year\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5856,"value":"temp_min_year = {\n const temp = temp_min_year_temporary.map((row) => ({\n year: row[0],\n temp: row[1]\n }));\n return temp;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6356,"value":"precipitation_year_temporary = d3.rollups(\n meteo_city,\n (v) => d3.sum(v, (d) => d.PRCP),\n (d) => d.year\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6360,"value":"precipitation_year = {\n const parseDate = d3.timeParse(\"%Y-%m\");\n const temp = precipitation_year_temporary.map((row) => ({\n annee: parseDate(row[0] + \"-06\"),\n nbDay: row[1]\n }));\n return temp;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5351,"value":"regression_gen_nbj = d3\n .regressionLinear()\n .x((d) => d.annee)\n .y((d) => d.nbDay)\n//.domain([1960, 2000])","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5879,"value":"regression_gen_temp = d3\n .regressionLinear()\n .x((d) => d.year)\n .y((d) => d.temp)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5072,"value":"md`\n## CONFIGURATION \n`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5764,"value":"annee_fin = 2020","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5469,"value":"extend_nb_jour = d3.extent(\n nbJ_temp_max.filter((d) => d.nbDay != -99).map((d) => d.nbDay)\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5258,"value":"extend_tMax = d3.extent(\n meteo_city.filter((d) => d.tMax != -99).map((d) => d.tMax)\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5241,"value":"extend_tMin = d3.extent(\n meteo_city.filter((d) => d.tMin != -99).map((d) => d.tMin)\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5250,"value":"extend_tAvg = d3.extent(meteo_city.filter((d) => d.tAvg != -99).map((d) => d.tAvg))","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6474,"value":"--------------------------","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":6456,"value":"reg_min_tMax = +regression_gen_temp(temp_max_year)[0][1].toFixed(1)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6460,"value":"reg_max_tMax = +regression_gen_temp(temp_max_year)[1][1].toFixed(1)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6462,"value":"reg_tMax_diff = (reg_max_tMax - reg_min_tMax).toFixed(1)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6466,"value":"reg_tMax_delta_pourcent = (100 * (reg_max_tMax / reg_min_tMax - 1)).toFixed(0)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6478,"value":"reg_min_tMin = +regression_gen_temp(temp_min_year)[0][1].toFixed(1)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6480,"value":"reg_max_tMin = +regression_gen_temp(temp_min_year)[1][1].toFixed(1)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6482,"value":"reg_tMin_diff = (reg_max_tMin - reg_min_tMin).toFixed(1)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6486,"value":"reg_tMin_delta_pourcent = (100 * (reg_max_tMin / reg_min_tMin - 1)).toFixed(0)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6450,"value":"--------------------------","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":5274,"value":"extent_date = d3.extent(\n meteo_city.map((d) => d3.timeFormat(\"%Y\")(new Date(d.date)))\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5427,"value":"reg_max_nbJ_tMax= +regression_gen_nbj(nbJ_temp_max)[1][1].toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5422,"value":"reg_min_nbJ_tMax = +regression_gen_nbj(nbJ_temp_max)[0][1].toFixed(1)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5430,"value":"reg_nbJ_delta_pourcent = (100 * (reg_max_nbJ_tMax/ reg_min_nbJ_tMax - 1)).toFixed(0)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5442,"value":"reg_nbJ_diff= (reg_max_nbJ_tMax - reg_min_nbJ_tMax ).toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5716,"value":"--------------------------","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":5625,"value":"extend_nbJ_min = d3.extent(\n nbJ_temp_min.filter((d) => d.nbDay != -99).map((d) => d.nbDay)\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$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","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$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","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$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","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5674,"value":"reg_nbJ_tmin_delta_pourcent = (\n 100 *\n (reg_min_nbJ_tMin/ reg_max_nbJ_tMin- 1)\n).toFixed(0)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5718,"value":"--------------------------","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":5722,"value":"extend_nb_jour_inf_min = d3.extent(\n nbJ_temp_min_inf.filter((d) => d.nbDay != -99).map((d) => d.nbDay)\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5725,"value":"reg_min_nbJ_tMin_inf = +regression_gen_nbj(nbJ_temp_min_inf)[1][1].toFixed(1)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5729,"value":"reg_max_nbJ_tMin_inf = +regression_gen_nbj(nbJ_temp_min_inf)[0][1].toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5733,"value":"reg_nbJ_tMin_inf_diff = (reg_min_nbJ_tMin_inf - reg_max_nbJ_tMin_inf).toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5735,"value":"reg_nbJ_tmin_inf_delta_pourcent = (\n 100 *\n (reg_min_nbJ_tMin_inf / reg_max_nbJ_tMin_inf - 1)\n).toFixed(0)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6350,"value":"--------------------------","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":6354,"value":"extend_nb_jour_precipitation = d3.extent(\n precipitation_year.filter((d) => d.nbDay != -99).map((d) => d.nbDay)\n) //","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6392,"value":"reg_max_nb_jour_precipitation = +regression_gen_nbj(\n precipitation_year\n)[0][1].toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6397,"value":"reg_min_nb_jour_precipitation = +regression_gen_nbj(\n precipitation_year\n)[1][1].toFixed(1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6400,"value":"reg_nbJ_precipitation_year_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","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$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","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5073,"value":"md`\n## REFERENCE \n`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5078,"value":"md`\n## IMPORT \n`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5116,"value":"d3 = require(\"d3@6\", \"d3-regression\")","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5146,"value":"md``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5148,"value":"md``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5150,"value":"md``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":2528,"value":"md``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":1862,"value":"md``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":2285,"value":"md``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"}],"files":"$W37","stdlib":"1"}} 30:"$2f:body"