Inspired by the Kaggle Ocean Ship Logbooks competition, this animation follows the Dutch warship Pollux around the world from 1824-1827.
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September 6, 2015 12:27
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Dutch naval history III - around the globe
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CLIWOC15.csv | |
*.shp | |
ne* | |
.RData* | |
.Rhistory |
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<!DOCTYPE html> | |
<meta charset="utf-8"> | |
<style> | |
h1 { | |
position: absolute; | |
top: 30px; | |
font-family: Arial, sans-serif; | |
font-size: 12px; | |
text-align: center; | |
width: 450px; | |
} | |
</style> | |
<h1></h1> | |
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min.js"></script> | |
<script src="https://cdnjs.cloudflare.com/ajax/libs/queue-async/1.0.7/queue.min.js"></script> | |
<script src="https://cdnjs.cloudflare.com/ajax/libs/topojson/1.6.19/topojson.min.js"></script> | |
<script> | |
var width = 450, | |
height = 450; | |
var dateFormat = d3.time.format("%m/%d/%Y"); | |
var projection = d3.geo.orthographic() | |
.scale((width - 1) / Math.PI) | |
.clipAngle(90) | |
.translate([width / 2, height / 2]); | |
var graticule = d3.geo.graticule(); | |
var canvas = d3.select("body").append("canvas") | |
.attr("width", width) | |
.attr("height", height); | |
var c = canvas.node().getContext("2d"); | |
var path = d3.geo.path() | |
.projection(projection) | |
.pointRadius(function(d) { if (d.type === "Point") { return d.properties.size; } }) | |
.context(c); | |
var title = d3.select("h1"); | |
var places = d3.map(); | |
queue() | |
.defer(d3.json, "/nl-hugo/raw/bf8c60c081effd56f31b/world-110m.json") | |
.defer(d3.csv, "route.csv") | |
.defer(d3.csv, "places.csv", function(d) { places.set(d.anchorplace, {type: "Point", coordinates: [+d.lon, +d.lat], properties: {size: 4}}); }) | |
.await(ready); | |
function ready (error, world, data) { | |
if (error) throw error; | |
data.forEach(function (d){ | |
d.dd = new Date(+d.year, (+d.month)-1, +d.day); | |
d.loc = {type: "Point", coordinates: [d.lon, d.lat], properties: {size: 2}}; | |
}); | |
data.sort(function(a,b) { return a.dd - b.dd; }); | |
data.splice(163,1); // incorrect data point | |
var globe = {type: "Sphere"}, | |
grid = graticule() | |
land = topojson.feature(world, world.objects.ne_110m_land), | |
i = -1, | |
n = data.length; | |
(function transition() { | |
d3.transition() | |
.duration(75) | |
.ease("linear") | |
.each("start", function() { | |
title.text(dateFormat(data[i = (i + 1) % n].dd) + ": en route to " + data[i].voyageto); | |
}) | |
.tween("rotate", function() { | |
var p = [data[i].lon, data[i].lat], | |
r = d3.interpolate(projection.rotate(), [-p[0], -p[1]]); | |
return function(t) { | |
projection.rotate(r(t)); | |
c.clearRect(0, 0, width, height); | |
c.fillStyle = "#ccc", c.beginPath(), path(land), c.fill(); // land mass | |
c.strokeStyle = "#ccc", c.lineWidth = 0.5, c.beginPath(), path(grid), c.stroke(); // grid | |
c.strokeStyle = "#ccc", c.lineWidth = 2, c.beginPath(), path(globe), c.stroke(); // globe | |
data.filter(function(d,j) { return j <= i; }).forEach(function(d) { // the route | |
c.fillStyle = "#fe9929", c.beginPath(), path(d.loc), c.fill(); | |
}) | |
places.entries().forEach(function(d) { // anchor places | |
c.fillStyle = "#2c7bb6", c.beginPath(), path(d.value), c.fill(); | |
}); | |
}; | |
}) | |
.transition() | |
.each("end", transition); | |
})(); | |
} | |
</script> |
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anchorplace | lon | lat | |
---|---|---|---|
Montevideo | -56.2 | -34.9 | |
Soerabaya | 112.8 | -7.2 | |
Charillo | -77.1 | -12.7 | |
Valparaiso | -71.7 | -33.1 | |
Ambon | 128.2 | -4 | |
Mauritius | 57.5 | -20.2 |
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# data obtained from kaggle project website https://www.kaggle.com/c/climate-data-from-ocean-ships/download/CLIWOC.7z | |
# Dataset cannot be download automatically, Kaggle requires a user confirmation | |
# 7z cannot be unzipped automatically | |
# Read the data | |
cliwoc <- read.csv("CLIWOC15.csv") | |
# select ship named Pollux | |
# also include Year to select trip around the world | |
ship <- subset(cliwoc, ShipName == "Pollux" & Year > 1820 & Year < 1830) | |
# columns to export | |
cols <- c("Year","Month","Day","Lat3","Lon3","VoyageTo","Anchored","AnchorPlace") | |
route <- ship[cols] | |
# drop na's | |
route <- route[complete.cases(route), ] | |
# round lat/lon and remove duplicates to compress data (implies loss of | |
# precision) | |
route$Lat3 <- round(route$Lat3, 1) | |
route$Lon3 <- round(route$Lon3, 1) | |
route <- unique(route) | |
# rename columns | |
names(route)[names(route)=="Lat3"] <- "lat" | |
names(route)[names(route)=="Lon3"] <- "lon" | |
names(route) <- tolower(names(route)) | |
# write to csv file | |
write.csv(route, "route.csv", quote=TRUE, row.names=FALSE) | |
# a list of anchorplaces | |
anchor <- subset(route, anchored == "1", select = c(anchorplace, lon, lat)) | |
write.csv(anchor, "places.csv", quote=TRUE, row.names=FALSE) | |
# plot | |
library(ggplot2) | |
world <- map_data ("world") | |
ggplot() + | |
geom_point(data = route, mapping = aes(lon,lat), alpha=1,size=1) + | |
geom_path(data = world, mapping = aes (long, lat, group=group), size = 0.2) + | |
coord_map() + | |
scale_y_continuous(expand = c(0,0), limits = c (-64,64)) + | |
scale_x_continuous(expand = c(0,0)) + | |
guides(colour = guide_legend(override.aes = list(alpha = 1, size = 5))) + | |
scale_colour_brewer(palette="Set1") | |
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year | month | day | lat | lon | voyageto | anchored | anchorplace | |
---|---|---|---|---|---|---|---|---|
1824 | 9 | 18 | 23.5 | -18.6 | St George d'Elmina | 0 | ||
1824 | 9 | 19 | 20.1 | -19.3 | St George d'Elmina | 0 | ||
1824 | 9 | 20 | 18.1 | -19.5 | St George d'Elmina | 0 | ||
1824 | 9 | 21 | 16.9 | -19.6 | St George d'Elmina | 0 | ||
1824 | 9 | 22 | 15.6 | -19 | St George d'Elmina | 0 | ||
1824 | 8 | 23 | 52.4 | 4 | St George d'Elmina | 0 | ||
1824 | 8 | 25 | 50.5 | -0.1 | St George d'Elmina | 0 | ||
1824 | 8 | 26 | 50.3 | -2.1 | St George d'Elmina | 0 | ||
1824 | 8 | 27 | 49.5 | -5.5 | St George d'Elmina | 0 | ||
1824 | 8 | 28 | 47.4 | -8.1 | St George d'Elmina | 0 | ||
1824 | 9 | 23 | 14.5 | -19.2 | St George d'Elmina | 0 | ||
1824 | 9 | 24 | 14.1 | -19.3 | St George d'Elmina | 0 | ||
1824 | 11 | 8 | -1.8 | -11.1 | Montevideo | 0 | ||
1824 | 11 | 9 | -3.2 | -13.1 | Montevideo | 0 | ||
1824 | 11 | 10 | -5.3 | -14.5 | Montevideo | 0 | ||
1824 | 11 | 11 | -7.4 | -17 | Montevideo | 0 | ||
1824 | 11 | 12 | -9.3 | -19.7 | Montevideo | 0 | ||
1824 | 11 | 13 | -11.2 | -22.2 | Montevideo | 0 | ||
1824 | 11 | 14 | -12.6 | -24 | Montevideo | 0 | ||
1824 | 11 | 15 | -13.5 | -25.2 | Montevideo | 0 | ||
1824 | 12 | 6 | -34.9 | -56.2 | Montevideo | 1 | Montevideo | |
1824 | 9 | 25 | 13 | -18.8 | St George d'Elmina | 0 | ||
1824 | 9 | 26 | 12 | -18.7 | St George d'Elmina | 0 | ||
1824 | 9 | 27 | 11.6 | -19.1 | St George d'Elmina | 0 | ||
1824 | 9 | 28 | 10.8 | -18.4 | St George d'Elmina | 0 | ||
1824 | 9 | 29 | 10.2 | -18.3 | St George d'Elmina | 0 | ||
1824 | 9 | 30 | 9.9 | -17.9 | St George d'Elmina | 0 | ||
1824 | 10 | 1 | 8.9 | -17.1 | St George d'Elmina | 0 | ||
1824 | 10 | 2 | 7.4 | -15.6 | St George d'Elmina | 0 | ||
1824 | 12 | 3 | -34.7 | -51.3 | Montevideo | 0 | ||
1824 | 12 | 4 | -34.6 | -54 | Montevideo | 0 | ||
1824 | 12 | 5 | -35 | -54.7 | Montevideo | 0 | ||
1824 | 10 | 3 | 6.9 | -15.3 | St George d'Elmina | 0 | ||
1824 | 10 | 4 | 6.2 | -13.8 | St George d'Elmina | 0 | ||
1824 | 10 | 5 | 6.1 | -12.2 | St George d'Elmina | 0 | ||
1824 | 10 | 6 | 5.1 | -10.1 | St George d'Elmina | 0 | ||
1824 | 10 | 7 | 4.6 | -9.1 | St George d'Elmina | 0 | ||
1824 | 10 | 8 | 4.2 | -8.3 | St George d'Elmina | 0 | ||
1824 | 10 | 9 | 4.5 | -6 | St George d'Elmina | 0 | ||
1824 | 10 | 10 | 4.6 | -3.8 | St George d'Elmina | 0 | ||
1824 | 10 | 11 | 4.8 | -2.3 | St George d'Elmina | 0 | ||
1824 | 10 | 24 | 4.9 | -1 | Montevideo | 0 | ||
1824 | 10 | 25 | 4 | -0.5 | Montevideo | 0 | ||
1824 | 10 | 26 | 3.3 | 0.3 | Montevideo | 0 | ||
1824 | 10 | 27 | 3.1 | 1 | Montevideo | 0 | ||
1824 | 10 | 28 | 2.8 | 1.5 | Montevideo | 0 | ||
1824 | 8 | 29 | 46.3 | -10.4 | St George d'Elmina | 0 | ||
1824 | 8 | 30 | 45.5 | -12.3 | St George d'Elmina | 0 | ||
1824 | 8 | 31 | 45.4 | -12.3 | St George d'Elmina | 0 | ||
1824 | 9 | 1 | 44.9 | -12.3 | St George d'Elmina | 0 | ||
1824 | 9 | 2 | 43.9 | -11.6 | St George d'Elmina | 0 | ||
1824 | 9 | 3 | 43.2 | -12.3 | St George d'Elmina | 0 | ||
1824 | 9 | 4 | 41.7 | -12.5 | St George d'Elmina | 0 | ||
1824 | 9 | 5 | 39.4 | -12.9 | St George d'Elmina | 0 | ||
1824 | 9 | 6 | 37.4 | -12.8 | St George d'Elmina | 0 | ||
1824 | 9 | 7 | 35.3 | -12.8 | St George d'Elmina | 0 | ||
1824 | 9 | 8 | 33.5 | -13.2 | St George d'Elmina | 0 | ||
1824 | 9 | 9 | 31.6 | -14.2 | St George d'Elmina | 0 | ||
1824 | 9 | 10 | 29.1 | -15.5 | St George d'Elmina | 0 | ||
1824 | 9 | 16 | 27.7 | -16.3 | St George d'Elmina | 0 | ||
1824 | 9 | 17 | 25.1 | -17.7 | St George d'Elmina | 0 | ||
1824 | 10 | 29 | 2.3 | 0.7 | Montevideo | 0 | ||
1824 | 10 | 30 | 2.2 | -0.1 | Montevideo | 0 | ||
1824 | 10 | 31 | 1.9 | 0.4 | Montevideo | 0 | ||
1824 | 11 | 1 | 2.2 | -1.3 | Montevideo | 0 | ||
1824 | 11 | 2 | 1.6 | -0.9 | Montevideo | 0 | ||
1824 | 11 | 3 | 1.2 | -0.3 | Montevideo | 0 | ||
1824 | 11 | 4 | 0.9 | -0.8 | Montevideo | 0 | ||
1824 | 11 | 5 | 0.3 | -3.5 | Montevideo | 0 | ||
1824 | 11 | 6 | -0.1 | -5.9 | Montevideo | 0 | ||
1824 | 11 | 7 | -0.8 | -8.5 | Montevideo | 0 | ||
1824 | 11 | 16 | -14.8 | -26.7 | Montevideo | 0 | ||
1824 | 11 | 17 | -16 | -28.1 | Montevideo | 0 | ||
1824 | 11 | 18 | -17.1 | -29.7 | Montevideo | 0 | ||
1824 | 11 | 19 | -18.2 | -31.4 | Montevideo | 0 | ||
1824 | 11 | 20 | -19.9 | -34.1 | Montevideo | 0 | ||
1824 | 11 | 21 | -21.3 | -34.9 | Montevideo | 0 | ||
1824 | 11 | 22 | -21.9 | -35.5 | Montevideo | 0 | ||
1824 | 11 | 23 | -23.2 | -37 | Montevideo | 0 | ||
1824 | 11 | 24 | -24.9 | -39.8 | Montevideo | 0 | ||
1824 | 11 | 25 | -26.5 | -41.5 | Montevideo | 0 | ||
1824 | 11 | 26 | -27.4 | -42.8 | Montevideo | 0 | ||
1824 | 11 | 27 | -27.9 | -43.9 | Montevideo | 0 | ||
1824 | 11 | 28 | -28.8 | -45.1 | Montevideo | 0 | ||
1824 | 11 | 29 | -30.9 | -47.3 | Montevideo | 0 | ||
1824 | 11 | 30 | -32.6 | -48.3 | Montevideo | 0 | ||
1824 | 12 | 1 | -32.8 | -47.7 | Montevideo | 0 | ||
1824 | 12 | 2 | -33.1 | -49 | Montevideo | 0 | ||
1827 | 4 | 12 | -13.1 | 93.6 | Mauritius | 0 | ||
1827 | 4 | 13 | -14.8 | 91.7 | Mauritius | 0 | ||
1827 | 4 | 14 | -14.8 | 90.9 | Mauritius | 0 | ||
1827 | 4 | 18 | -17.7 | 84.2 | Mauritius | 0 | ||
1827 | 4 | 19 | -19.3 | 81.6 | Mauritius | 0 | ||
1827 | 4 | 20 | -21.3 | 78.8 | Mauritius | 0 | ||
1827 | 4 | 24 | -24.1 | 70.3 | Mauritius | 0 | ||
1827 | 4 | 25 | -24.6 | 68 | Mauritius | 0 | ||
1827 | 4 | 26 | -25 | 66.2 | Mauritius | 0 | ||
1825 | 7 | 30 | -2.6 | 128.9 | Ambon | 0 | ||
1825 | 8 | 20 | -7.8 | 123.5 | Soerabaya | 0 | ||
1825 | 8 | 21 | -8 | 122.7 | Soerabaya | 0 | ||
1825 | 8 | 22 | -8.2 | 121.8 | Soerabaya | 0 | ||
1825 | 8 | 26 | -8.1 | 117.9 | Soerabaya | 0 | ||
1825 | 8 | 27 | -7.7 | 116.1 | Soerabaya | 0 | ||
1825 | 8 | 28 | -7.1 | 115.1 | Soerabaya | 0 | ||
1827 | 6 | 11 | -37.1 | 39.4 | Mauritius | 0 | ||
1827 | 6 | 12 | -37.6 | 41.1 | Mauritius | 0 | ||
1827 | 6 | 13 | -36.6 | 44.1 | Mauritius | 0 | ||
1827 | 6 | 17 | -32.4 | 50.5 | Mauritius | 0 | ||
1827 | 6 | 18 | -33.2 | 51.3 | Mauritius | 0 | ||
1827 | 6 | 19 | -33.8 | 55.3 | Mauritius | 0 | ||
1827 | 6 | 23 | -31 | 57.9 | Mauritius | 0 | ||
1825 | 8 | 19 | -6.6 | 124.8 | Soerabaya | 0 | ||
1825 | 8 | 23 | -8 | 120.8 | Soerabaya | 0 | ||
1825 | 8 | 24 | -8 | 120 | Soerabaya | 0 | ||
1825 | 8 | 25 | -8.1 | 118.8 | Soerabaya | 0 | ||
1827 | 4 | 6 | -6.5 | 104.7 | Mauritius | 0 | ||
1827 | 4 | 7 | -7 | 103.7 | Mauritius | 0 | ||
1827 | 4 | 8 | -8.2 | 102.1 | Mauritius | 0 | ||
1825 | 8 | 30 | -7.2 | 112.8 | Soerabaya | 1 | Soerabaya | |
1827 | 4 | 9 | -9.9 | 99.9 | Mauritius | 0 | ||
1827 | 4 | 10 | -10.9 | 98 | Mauritius | 0 | ||
1827 | 4 | 11 | -11.9 | 95.6 | Mauritius | 0 | ||
1827 | 6 | 4 | -36.3 | 23.8 | Mauritius | 0 | ||
1827 | 9 | 7 | -35.9 | 19 | Texel | 0 | ||
1827 | 9 | 11 | -33.1 | 15.8 | Texel | 0 | ||
1827 | 9 | 12 | -31.9 | 14.5 | Texel | 0 | ||
1827 | 5 | 13 | -31.8 | 37.9 | Mauritius | 0 | ||
1827 | 5 | 14 | -32.8 | 34.8 | Mauritius | 0 | ||
1827 | 5 | 18 | -33.8 | 29.5 | Mauritius | 0 | ||
1827 | 5 | 19 | -33.9 | 29.9 | Mauritius | 0 | ||
1827 | 5 | 20 | -33.4 | 29.4 | Mauritius | 0 | ||
1827 | 5 | 24 | -34.6 | 24.6 | Mauritius | 0 | ||
1825 | 3 | 30 | -12.7 | -77.1 | Charillo | 1 | Charillo | |
1825 | 4 | 11 | -12.3 | -78 | Anna Maria | 0 | ||
1825 | 4 | 12 | -12.2 | -80.1 | Anna Maria | 0 | ||
1825 | 1 | 7 | -35.4 | -55.3 | Valparaiso | 0 | ||
1825 | 1 | 8 | -35.6 | -53.8 | Valparaiso | 0 | ||
1825 | 1 | 9 | -36.1 | -53.1 | Valparaiso | 0 | ||
1825 | 1 | 10 | -39.2 | -54.2 | Valparaiso | 0 | ||
1825 | 1 | 11 | -41.5 | -56 | Valparaiso | 0 | ||
1825 | 1 | 12 | -42.5 | -57 | Valparaiso | 0 | ||
1825 | 1 | 13 | -44 | -57.7 | Valparaiso | 0 | ||
1825 | 1 | 14 | -44.8 | -58.3 | Valparaiso | 0 | ||
1825 | 1 | 15 | -45 | -58.9 | Valparaiso | 0 | ||
1825 | 1 | 16 | -45.8 | -60.4 | Valparaiso | 0 | ||
1825 | 1 | 17 | -47 | -61.8 | Valparaiso | 0 | ||
1825 | 1 | 18 | -48.7 | -63.2 | Valparaiso | 0 | ||
1825 | 1 | 19 | -50.2 | -64.7 | Valparaiso | 0 | ||
1825 | 1 | 20 | -50 | -65 | Valparaiso | 0 | ||
1825 | 1 | 21 | -50.6 | -64.8 | Valparaiso | 0 | ||
1825 | 1 | 22 | -50.5 | -64.2 | Valparaiso | 0 | ||
1825 | 1 | 23 | -50.3 | -63.4 | Valparaiso | 0 | ||
1825 | 1 | 24 | -50.3 | -64 | Valparaiso | 0 | ||
1825 | 1 | 25 | -52.6 | -63.4 | Valparaiso | 0 | ||
1825 | 1 | 26 | -53.8 | -63.9 | Valparaiso | 0 | ||
1825 | 1 | 27 | -54.8 | -62.9 | Valparaiso | 0 | ||
1825 | 1 | 28 | -55.2 | -61.9 | Valparaiso | 0 | ||
1825 | 1 | 29 | -56.7 | -61.8 | Valparaiso | 0 | ||
1825 | 6 | 20 | -6.4 | 173.1 | Ambon | 0 | ||
1825 | 6 | 21 | -6.2 | 172.2 | Ambon | 0 | ||
1825 | 6 | 22 | -5.8 | 171.8 | Ambon | 0 | ||
1825 | 6 | 26 | -5.7 | 166.9 | Ambon | 0 | ||
1825 | 6 | 27 | -5.2 | 164.3 | Ambon | 0 | ||
1825 | 6 | 28 | -4.5 | 162.5 | Ambon | 0 | ||
1825 | 7 | 5 | -1 | 150.1 | Ambon | 0 | ||
1825 | 7 | 6 | -1 | 148.6 | Ambon | 0 | ||
1825 | 7 | 7 | -0.2 | 146.3 | Ambon | 0 | ||
1825 | 7 | 11 | -0.7 | 141.7 | Ambon | 0 | ||
1825 | 7 | 12 | -0.6 | 141.5 | Ambon | 0 | ||
1825 | 7 | 13 | -0.9 | 141.8 | Ambon | 0 | ||
1825 | 7 | 17 | 0.1 | 139.5 | Ambon | 0 | ||
1825 | 7 | 18 | 0.3 | 138 | Ambon | 0 | ||
1825 | 7 | 19 | 0.3 | 137.1 | Ambon | 0 | ||
1825 | 7 | 23 | 0.6 | 135.1 | Ambon | 0 | ||
1825 | 7 | 24 | 0.4 | 134 | Ambon | 0 | ||
1825 | 7 | 25 | -0.1 | 138.6 | Ambon | 0 | ||
1825 | 8 | 29 | -6.7 | 113.1 | Soerabaya | 0 | ||
1825 | 1 | 30 | -57.8 | -64.1 | Valparaiso | 0 | ||
1825 | 1 | 31 | -59 | -65.2 | Valparaiso | 0 | ||
1825 | 2 | 1 | -59.4 | -66.5 | Valparaiso | 0 | ||
1825 | 2 | 5 | -59.8 | -70.5 | Valparaiso | 0 | ||
1825 | 2 | 6 | -60 | -71.1 | Valparaiso | 0 | ||
1825 | 2 | 7 | -58.3 | -70.1 | Valparaiso | 0 | ||
1825 | 2 | 11 | -58.2 | -74.5 | Valparaiso | 0 | ||
1825 | 2 | 12 | -56.8 | -75.5 | Valparaiso | 0 | ||
1825 | 2 | 13 | -54.9 | -75.8 | Valparaiso | 0 | ||
1825 | 2 | 17 | -47.1 | -79.9 | Valparaiso | 0 | ||
1825 | 2 | 18 | -44.5 | -79.9 | Valparaiso | 0 | ||
1825 | 2 | 19 | -46 | -79.9 | Valparaiso | 0 | ||
1825 | 2 | 25 | -33.5 | -77.3 | Valparaiso | 0 | ||
1825 | 3 | 21 | -32.5 | -71.7 | Charillo | 0 | ||
1825 | 3 | 22 | -31.3 | -72.7 | Charillo | 0 | ||
1825 | 3 | 23 | -28.7 | -73.6 | Charillo | 0 | ||
1825 | 3 | 27 | -19.6 | -75.6 | Charillo | 0 | ||
1825 | 3 | 28 | -17.2 | -76 | Charillo | 0 | ||
1825 | 3 | 29 | -14.7 | -76.7 | Charillo | 0 | ||
1825 | 4 | 13 | -12.2 | -82.3 | Anna Maria | 0 | ||
1825 | 4 | 14 | -12.1 | -84.6 | Anna Maria | 0 | ||
1825 | 4 | 15 | -12.2 | -87 | Anna Maria | 0 | ||
1825 | 2 | 2 | -60 | -66.6 | Valparaiso | 0 | ||
1825 | 2 | 3 | -60.1 | -66.6 | Valparaiso | 0 | ||
1825 | 2 | 4 | -59.9 | -69.8 | Valparaiso | 0 | ||
1825 | 2 | 8 | -58.5 | -70.8 | Valparaiso | 0 | ||
1825 | 2 | 9 | -58.6 | -73.7 | Valparaiso | 0 | ||
1825 | 2 | 10 | -58.1 | -75.2 | Valparaiso | 0 | ||
1825 | 2 | 14 | -54.8 | -76.3 | Valparaiso | 0 | ||
1825 | 2 | 15 | -52.9 | -79.3 | Valparaiso | 0 | ||
1825 | 2 | 16 | -50 | -80.1 | Valparaiso | 0 | ||
1825 | 2 | 20 | -39.4 | -79.6 | Valparaiso | 0 | ||
1825 | 2 | 21 | -36.3 | -79.4 | Valparaiso | 0 | ||
1825 | 2 | 22 | -33.9 | -78.9 | Valparaiso | 0 | ||
1825 | 2 | 26 | -34 | -75 | Valparaiso | 0 | ||
1825 | 2 | 27 | -33.7 | -73.6 | Valparaiso | 0 | ||
1825 | 2 | 28 | -33.1 | -71.7 | Valparaiso | 1 | Valparaiso | |
1825 | 3 | 24 | -26.4 | -74.1 | Charillo | 0 | ||
1825 | 3 | 25 | -24.1 | -74.6 | Charillo | 0 | ||
1825 | 3 | 26 | -21.9 | -75.1 | Charillo | 0 | ||
1825 | 7 | 26 | 0 | 132 | Ambon | 0 | ||
1825 | 8 | 1 | -4 | 128.2 | Ambon | 1 | Ambon | |
1825 | 8 | 18 | -5 | 126.6 | Soerabaya | 0 | ||
1827 | 6 | 24 | -29.3 | 58.5 | Mauritius | 0 | ||
1827 | 6 | 25 | -27.7 | 58.6 | Mauritius | 0 | ||
1827 | 6 | 29 | -22.1 | 59.1 | Mauritius | 0 | ||
1827 | 6 | 30 | -20.1 | 57.9 | Mauritius | 0 | ||
1827 | 7 | 1 | -20.2 | 57.5 | Mauritius | 1 | Mauritius | |
1827 | 4 | 22 | -22.9 | 74.5 | Mauritius | 0 | ||
1827 | 4 | 23 | -23.6 | 72.5 | Mauritius | 0 | ||
1827 | 4 | 27 | -25.5 | 64.4 | Mauritius | 0 | ||
1827 | 4 | 28 | -25.8 | 63 | Mauritius | 0 | ||
1827 | 4 | 29 | -26 | 62.4 | Mauritius | 0 | ||
1827 | 8 | 12 | -25.8 | 50.9 | Texel | 0 | ||
1827 | 8 | 13 | -27.4 | 47.3 | Texel | 0 | ||
1827 | 8 | 14 | -29.2 | 44.9 | Texel | 0 | ||
1827 | 8 | 18 | -31.8 | 34.7 | Texel | 0 | ||
1827 | 8 | 19 | -32.8 | 32.8 | Texel | 0 | ||
1827 | 8 | 20 | -33.4 | 30.5 | Texel | 0 | ||
1827 | 8 | 24 | -34.3 | 27 | Texel | 0 | ||
1827 | 8 | 25 | -34.8 | 26.3 | Texel | 0 | ||
1827 | 8 | 26 | -34.9 | 25.5 | Texel | 0 | ||
1827 | 8 | 30 | -35.5 | 21.2 | Texel | 0 | ||
1827 | 8 | 31 | -35.4 | 21 | Texel | 0 | ||
1827 | 9 | 1 | -36 | 20.5 | Texel | 0 | ||
1827 | 9 | 5 | -35 | 19 | Texel | 0 | ||
1827 | 9 | 6 | -35.6 | 19.1 | Texel | 0 | ||
1827 | 5 | 21 | -34.3 | 28.4 | Mauritius | 0 | ||
1827 | 5 | 22 | -34.4 | 26.7 | Mauritius | 0 | ||
1827 | 5 | 23 | -34.3 | 25.4 | Mauritius | 0 | ||
1827 | 5 | 27 | -34.9 | 26.3 | Mauritius | 0 | ||
1827 | 5 | 28 | -35.4 | 25.4 | Mauritius | 0 | ||
1827 | 5 | 29 | -35.5 | 24.6 | Mauritius | 0 | ||
1827 | 4 | 30 | -26.1 | 62.3 | Mauritius | 0 | ||
1827 | 5 | 1 | -26.3 | 61.4 | Mauritius | 0 | ||
1827 | 5 | 2 | -26.5 | 59.5 | Mauritius | 0 | ||
1827 | 5 | 6 | -27 | 53.2 | Mauritius | 0 | ||
1827 | 5 | 7 | -28 | 50.7 | Mauritius | 0 | ||
1827 | 5 | 8 | -29 | 47.8 | Mauritius | 0 | ||
1827 | 5 | 12 | -30.9 | 39.8 | Mauritius | 0 | ||
1827 | 6 | 7 | -35.7 | 29.1 | Mauritius | 0 | ||
1827 | 6 | 14 | -35.6 | 46.5 | Mauritius | 0 | ||
1827 | 6 | 15 | -34.5 | 48.1 | Mauritius | 0 | ||
1827 | 6 | 16 | -33.3 | 50.9 | Mauritius | 0 | ||
1827 | 6 | 2 | -35 | 25.3 | Mauritius | 0 | ||
1827 | 6 | 3 | -35.5 | 25.2 | Mauritius | 0 | ||
1827 | 5 | 25 | -34.3 | 24.4 | Mauritius | 0 | ||
1827 | 5 | 26 | -34.2 | 25.6 | Mauritius | 0 | ||
1827 | 5 | 30 | -35.2 | 24.8 | Mauritius | 0 | ||
1827 | 5 | 31 | -34.2 | 24.9 | Mauritius | 0 | ||
1827 | 6 | 1 | -34.9 | 24.5 | Mauritius | 0 | ||
1827 | 6 | 5 | -36 | 23.3 | Mauritius | 0 | ||
1827 | 6 | 6 | -35.6 | 26.5 | Mauritius | 0 | ||
1827 | 9 | 13 | -31.2 | 13.8 | Texel | 0 | ||
1827 | 9 | 17 | -25.4 | 6 | Texel | 0 | ||
1827 | 9 | 18 | -24 | 4.5 | Texel | 0 | ||
1827 | 9 | 19 | -22.6 | 2.8 | Texel | 0 | ||
1827 | 9 | 23 | -18.1 | -3.1 | Texel | 0 | ||
1827 | 9 | 24 | -16.3 | -4.5 | Texel | 0 | ||
1827 | 9 | 29 | -12.3 | -10.4 | Texel | 0 | ||
1827 | 9 | 30 | -10.2 | -12.5 | Texel | 0 | ||
1827 | 10 | 1 | -8.8 | -13.9 | Texel | 0 | ||
1825 | 4 | 16 | -12.2 | -90.1 | Anna Maria | 0 | ||
1825 | 4 | 17 | -12.2 | -93.3 | Anna Maria | 0 | ||
1825 | 4 | 18 | -12.2 | -96.3 | Anna Maria | 0 | ||
1825 | 4 | 22 | -11.5 | -106.2 | Anna Maria | 0 | ||
1825 | 4 | 23 | -11.2 | -108.5 | Anna Maria | 0 | ||
1825 | 4 | 24 | -11.3 | -109.9 | Anna Maria | 0 | ||
1825 | 4 | 28 | -10.9 | -117.6 | Anna Maria | 0 | ||
1825 | 4 | 29 | -10.8 | -120.1 | Anna Maria | 0 | ||
1825 | 4 | 30 | -10.7 | -121.9 | Anna Maria | 0 | ||
1825 | 5 | 4 | -10.1 | -129.2 | Anna Maria | 0 | ||
1825 | 5 | 5 | -10 | -130.4 | Anna Maria | 0 | ||
1825 | 5 | 6 | -9.9 | -131.7 | Anna Maria | 0 | ||
1825 | 5 | 10 | -9.3 | -136.7 | Anna Maria | 0 | ||
1825 | 5 | 11 | -9.2 | -137.4 | Anna Maria | 0 | ||
1825 | 5 | 12 | -9.4 | -137.8 | Anna Maria | 0 | ||
1825 | 5 | 26 | -9.1 | -139.9 | Ambon | 0 | ||
1825 | 5 | 27 | -9.2 | -141.1 | Ambon | 0 | ||
1825 | 5 | 28 | -9.2 | -142.6 | Ambon | 0 | ||
1825 | 6 | 1 | -9 | -155.9 | Ambon | 0 | ||
1825 | 6 | 2 | -8.5 | -158.8 | Ambon | 0 | ||
1825 | 6 | 3 | -8.6 | -161.8 | Ambon | 0 | ||
1825 | 6 | 7 | -8 | -169.9 | Ambon | 0 | ||
1825 | 6 | 8 | -7.9 | -171 | Ambon | 0 | ||
1825 | 6 | 9 | -8 | -172.9 | Ambon | 0 | ||
1825 | 4 | 19 | -11.9 | -98.6 | Anna Maria | 0 | ||
1825 | 4 | 20 | -11.8 | -101.1 | Anna Maria | 0 | ||
1825 | 4 | 21 | -11.5 | -103.5 | Anna Maria | 0 | ||
1825 | 4 | 25 | -11.3 | -11.1 | Anna Maria | 0 | ||
1825 | 4 | 26 | -11.4 | -112.5 | Anna Maria | 0 | ||
1825 | 4 | 27 | -11.1 | -115 | Anna Maria | 0 | ||
1825 | 5 | 1 | -10.7 | -124.2 | Anna Maria | 0 | ||
1825 | 5 | 2 | -10.4 | -126.1 | Anna Maria | 0 | ||
1825 | 5 | 3 | -10.2 | -128.1 | Anna Maria | 0 | ||
1825 | 5 | 7 | -10.1 | -132.4 | Anna Maria | 0 | ||
1825 | 5 | 8 | -9.8 | -134.2 | Anna Maria | 0 | ||
1825 | 5 | 9 | -9.5 | -135.8 | Anna Maria | 0 | ||
1825 | 5 | 13 | -9.3 | -138 | Anna Maria | 0 | ||
1825 | 5 | 14 | -9.1 | -138.8 | Anna Maria | 0 | ||
1825 | 5 | 29 | -9.1 | -146 | Ambon | 0 | ||
1825 | 5 | 30 | -8.8 | -149.2 | Ambon | 0 | ||
1825 | 5 | 31 | -9 | -152.5 | Ambon | 0 | ||
1825 | 6 | 4 | -8.4 | -164.7 | Ambon | 0 | ||
1825 | 6 | 5 | -7.9 | -167.4 | Ambon | 0 | ||
1825 | 6 | 6 | -7.6 | -169.2 | Ambon | 0 | ||
1825 | 6 | 10 | -7.8 | -176.5 | Ambon | 0 | ||
1825 | 6 | 11 | -7.6 | -179 | Ambon | 0 | ||
1825 | 6 | 13 | -7.1 | 178.5 | Ambon | 0 | ||
1825 | 6 | 14 | -7.2 | 177.5 | Ambon | 0 | ||
1825 | 6 | 15 | -7 | 177 | Ambon | 0 | ||
1825 | 6 | 16 | -7 | 176.5 | Ambon | 0 | ||
1825 | 6 | 17 | -7.2 | 175.5 | Ambon | 0 | ||
1825 | 6 | 18 | -7.3 | 175 | Ambon | 0 | ||
1825 | 6 | 19 | -7 | 174.1 | Ambon | 0 | ||
1825 | 6 | 23 | -5.8 | 171.1 | Ambon | 0 | ||
1825 | 6 | 24 | -5.6 | 170 | Ambon | 0 | ||
1825 | 6 | 25 | -5.6 | 169.1 | Ambon | 0 | ||
1825 | 6 | 29 | -4 | 160.7 | Ambon | 0 | ||
1825 | 6 | 30 | -3.4 | 158.5 | Ambon | 0 | ||
1825 | 7 | 1 | -2.8 | 156.7 | Ambon | 0 | ||
1825 | 7 | 2 | -1.7 | 154.7 | Ambon | 0 | ||
1825 | 7 | 3 | -1 | 152.9 | Ambon | 0 | ||
1825 | 7 | 4 | -0.7 | 151.8 | Ambon | 0 | ||
1825 | 7 | 8 | -0.1 | 144.3 | Ambon | 0 | ||
1825 | 7 | 9 | -0.2 | 143.4 | Ambon | 0 | ||
1825 | 7 | 10 | -0.5 | 142.7 | Ambon | 0 | ||
1825 | 7 | 14 | -0.7 | 141.8 | Ambon | 0 | ||
1825 | 7 | 15 | -0.5 | 140.6 | Ambon | 0 | ||
1825 | 7 | 16 | -0.1 | 140.4 | Ambon | 0 | ||
1825 | 7 | 20 | 0.1 | 136.1 | Ambon | 0 | ||
1825 | 7 | 21 | 0.4 | 136 | Ambon | 0 | ||
1825 | 7 | 22 | 0.4 | 135.8 | Ambon | 0 | ||
1827 | 4 | 15 | -15.3 | 89.2 | Mauritius | 0 | ||
1827 | 4 | 16 | -16 | 88.7 | Mauritius | 0 | ||
1827 | 4 | 17 | -16.2 | 86.8 | Mauritius | 0 | ||
1827 | 4 | 21 | -22.1 | 76.5 | Mauritius | 0 | ||
1827 | 5 | 3 | -27.3 | 56.6 | Mauritius | 0 | ||
1827 | 5 | 4 | -27.6 | 55.9 | Mauritius | 0 | ||
1827 | 5 | 5 | -27.4 | 54.3 | Mauritius | 0 | ||
1827 | 5 | 9 | -29.8 | 44.9 | Mauritius | 0 | ||
1827 | 5 | 10 | -30.5 | 42.9 | Mauritius | 0 | ||
1827 | 5 | 11 | -30.4 | 41.8 | Mauritius | 0 | ||
1827 | 5 | 15 | -33.6 | 32.9 | Mauritius | 0 | ||
1827 | 5 | 16 | -32.4 | 32.4 | Mauritius | 0 | ||
1827 | 5 | 17 | -32.1 | 32 | Mauritius | 0 | ||
1827 | 6 | 8 | -36.1 | 32.3 | Mauritius | 0 | ||
1827 | 6 | 9 | -36.4 | 35.7 | Mauritius | 0 | ||
1827 | 6 | 10 | -37 | 39 | Mauritius | 0 | ||
1827 | 6 | 20 | -34.3 | 54.6 | Mauritius | 0 | ||
1827 | 6 | 21 | -34.8 | 57 | Mauritius | 0 | ||
1827 | 6 | 22 | -33.9 | 57.2 | Mauritius | 0 | ||
1827 | 6 | 26 | -25 | 58.9 | Mauritius | 0 | ||
1827 | 6 | 27 | -23.6 | 58.9 | Mauritius | 0 | ||
1827 | 6 | 28 | -22 | 58.9 | Mauritius | 0 | ||
1827 | 8 | 8 | -21.3 | 56.5 | Texel | 0 | ||
1827 | 8 | 9 | -22.8 | 55.2 | Texel | 0 | ||
1827 | 8 | 10 | -24 | 53.1 | Texel | 0 | ||
1827 | 8 | 15 | -29.9 | 42 | Texel | 0 | ||
1827 | 10 | 21 | 14.3 | -28.2 | Texel | 0 | ||
1827 | 10 | 22 | 16.5 | -30.1 | Texel | 0 | ||
1827 | 10 | 26 | 19.7 | -33.2 | Texel | 0 | ||
1827 | 10 | 27 | 20 | -34.2 | Texel | 0 | ||
1827 | 10 | 28 | 21.2 | -35.2 | Texel | 0 | ||
1827 | 11 | 1 | 24.8 | -38.3 | Texel | 0 | ||
1827 | 11 | 2 | 26.6 | -37.7 | Texel | 0 | ||
1827 | 11 | 3 | 28.6 | -36.9 | Texel | 0 | ||
1827 | 11 | 7 | 36.7 | -35.8 | Texel | 0 | ||
1827 | 11 | 8 | 37.8 | -35.3 | Texel | 0 | ||
1827 | 11 | 9 | 39 | -34.5 | Texel | 0 | ||
1827 | 11 | 13 | 42.7 | -25.9 | Texel | 0 | ||
1827 | 11 | 14 | 43.4 | -25.2 | Texel | 0 | ||
1827 | 11 | 15 | 43.1 | -25.1 | Texel | 0 | ||
1827 | 11 | 19 | 43.5 | -21 | Texel | 0 | ||
1827 | 8 | 16 | -30.9 | 38.9 | Texel | 0 | ||
1827 | 8 | 17 | -31 | 37.1 | Texel | 0 | ||
1827 | 8 | 21 | -32.6 | 30.4 | Texel | 0 | ||
1827 | 8 | 22 | -32.3 | 30.3 | Texel | 0 | ||
1827 | 8 | 23 | -34.2 | 28.5 | Texel | 0 | ||
1827 | 8 | 27 | -34.9 | 22.7 | Texel | 0 | ||
1827 | 8 | 28 | -35.6 | 21.6 | Texel | 0 | ||
1827 | 8 | 29 | -35.9 | 21.4 | Texel | 0 | ||
1827 | 9 | 2 | -35.4 | 20.1 | Texel | 0 | ||
1827 | 9 | 3 | -35.2 | 19.7 | Texel | 0 | ||
1827 | 9 | 4 | -35.4 | 19.3 | Texel | 0 | ||
1827 | 9 | 8 | -35.4 | 19.1 | Texel | 0 | ||
1827 | 9 | 9 | -35.7 | 18.8 | Texel | 0 | ||
1827 | 9 | 10 | -34.9 | 18.5 | Texel | 0 | ||
1827 | 9 | 14 | -30 | 11.8 | Texel | 0 | ||
1827 | 9 | 15 | -28.1 | 9 | Texel | 0 | ||
1827 | 9 | 16 | -26.6 | 7.4 | Texel | 0 | ||
1827 | 9 | 20 | -21.5 | 1.3 | Texel | 0 | ||
1827 | 9 | 21 | -20.6 | 0 | Texel | 0 | ||
1827 | 9 | 22 | -19.4 | -1.6 | Texel | 0 | ||
1827 | 9 | 26 | -15.9 | -5.7 | Texel | 0 | ||
1827 | 9 | 27 | -15.2 | -6.7 | Texel | 0 | ||
1827 | 9 | 28 | -13.9 | -8.5 | Texel | 0 | ||
1827 | 10 | 2 | -7.3 | -15.3 | Texel | 0 | ||
1827 | 10 | 3 | -5.6 | -17.1 | Texel | 0 | ||
1827 | 10 | 4 | -4 | -18.4 | Texel | 0 | ||
1827 | 10 | 8 | 2.8 | -23 | Texel | 0 | ||
1827 | 10 | 9 | 4.6 | -23.9 | Texel | 0 | ||
1827 | 10 | 10 | 5.7 | -24.3 | Texel | 0 | ||
1827 | 10 | 14 | 9 | -24.7 | Texel | 0 | ||
1827 | 10 | 15 | 9.1 | -24.5 | Texel | 0 | ||
1827 | 10 | 16 | 9.6 | -25.4 | Texel | 0 | ||
1827 | 10 | 5 | -2.4 | -19.6 | Texel | 0 | ||
1827 | 10 | 6 | -0.8 | -20.7 | Texel | 0 | ||
1827 | 10 | 7 | 1.1 | -21.7 | Texel | 0 | ||
1827 | 10 | 11 | 6.1 | -24.4 | Texel | 0 | ||
1827 | 10 | 12 | 6.2 | -24.7 | Texel | 0 | ||
1827 | 10 | 13 | 7.5 | -24.9 | Texel | 0 | ||
1827 | 10 | 17 | 10.1 | -25.6 | Texel | 0 | ||
1827 | 10 | 18 | 10.7 | -25.3 | Texel | 0 | ||
1827 | 10 | 19 | 11.4 | -25.3 | Texel | 0 | ||
1827 | 10 | 23 | 18.1 | -31.7 | Texel | 0 | ||
1827 | 10 | 24 | 19 | -32.7 | Texel | 0 | ||
1827 | 10 | 25 | 19.5 | -32.9 | Texel | 0 | ||
1827 | 10 | 29 | 22.5 | -36 | Texel | 0 | ||
1827 | 10 | 30 | 23.7 | -36.8 | Texel | 0 | ||
1827 | 10 | 31 | 24.3 | -37.6 | Texel | 0 | ||
1827 | 11 | 4 | 30.6 | -36.8 | Texel | 0 | ||
1827 | 11 | 5 | 33.1 | -36.8 | Texel | 0 | ||
1827 | 11 | 6 | 34.7 | -36.4 | Texel | 0 | ||
1827 | 11 | 10 | 40 | -32 | Texel | 0 | ||
1827 | 11 | 11 | 40.7 | -30.5 | Texel | 0 | ||
1827 | 11 | 12 | 41.7 | -28.5 | Texel | 0 | ||
1827 | 11 | 16 | 43.4 | -23.7 | Texel | 0 | ||
1827 | 11 | 17 | 43 | -22 | Texel | 0 | ||
1827 | 11 | 18 | 43.4 | -21.9 | Texel | 0 | ||
1827 | 10 | 20 | 12.2 | -26.5 | Texel | 0 | ||
1827 | 11 | 20 | 45 | -19.5 | Texel | 0 | ||
1827 | 11 | 21 | 46.8 | -19.5 | Texel | 0 | ||
1827 | 11 | 25 | 48 | -15.2 | Texel | 0 | ||
1827 | 11 | 26 | 48.4 | -10.6 | Texel | 0 | ||
1827 | 11 | 27 | 49.6 | -5.6 | Texel | 0 | ||
1827 | 11 | 22 | 47.3 | -19.6 | Texel | 0 | ||
1827 | 11 | 23 | 47.2 | -19.5 | Texel | 0 | ||
1827 | 11 | 24 | 47.1 | -18.7 | Texel | 0 | ||
1827 | 11 | 28 | 50.5 | -1.2 | Texel | 0 |
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