Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Cartography 101
Search
Sumin Byeon
March 21, 2013
Science
1
57
Cartography 101
Sumin Byeon
March 21, 2013
Tweet
Share
More Decks by Sumin Byeon
See All by Sumin Byeon
Big Data in Action
suminb
1
71
Git with Bitbucket
suminb
0
94
RNA Secondary Structure Prediction
suminb
0
160
Memory Management in iOS App Development
suminb
0
120
Other Decks in Science
See All in Science
機械学習 - ニューラルネットワーク入門
trycycle
PRO
0
940
タンパク質間相互作⽤を利⽤した⼈⼯知能による新しい薬剤遺伝⼦-疾患相互作⽤の同定
tagtag
PRO
0
140
データベース09: 実体関連モデル上の一貫性制約
trycycle
PRO
0
1.1k
データベース04: SQL (1/3) 単純質問 & 集約演算
trycycle
PRO
0
1.1k
俺たちは本当に分かり合えるのか? ~ PdMとスクラムチームの “ずれ” を科学する
bonotake
2
1.6k
中央大学AI・データサイエンスセンター 2025年第6回イブニングセミナー 『知能とはなにか ヒトとAIのあいだ』
tagtag
PRO
0
120
機械学習 - K-means & 階層的クラスタリング
trycycle
PRO
0
1.2k
次代のデータサイエンティストへ~スキルチェックリスト、タスクリスト更新~
datascientistsociety
PRO
2
27k
サイコロで理解する原子核崩壊と拡散現象 〜単純化されたモデルで本質を理解する〜
syotasasaki593876
0
150
データベース06: SQL (3/3) 副問い合わせ
trycycle
PRO
1
720
DMMにおけるABテスト検証設計の工夫
xc6da
1
1.5k
データから見る勝敗の法則 / The principle of victory discovered by science (open lecture in NSSU)
konakalab
1
270
Featured
See All Featured
Fight the Zombie Pattern Library - RWD Summit 2016
marcelosomers
234
17k
Introduction to Domain-Driven Design and Collaborative software design
baasie
1
580
The Mindset for Success: Future Career Progression
greggifford
PRO
0
230
Reflections from 52 weeks, 52 projects
jeffersonlam
356
21k
Beyond borders and beyond the search box: How to win the global "messy middle" with AI-driven SEO
davidcarrasco
1
49
How to Think Like a Performance Engineer
csswizardry
28
2.4k
A better future with KSS
kneath
240
18k
Being A Developer After 40
akosma
91
590k
Color Theory Basics | Prateek | Gurzu
gurzu
0
200
Speed Design
sergeychernyshev
33
1.5k
Visualization
eitanlees
150
17k
Ten Tips & Tricks for a 🌱 transition
stuffmc
0
65
Transcript
Cartography 101 Sumin Byeon University of Arizona
The Ultimate Plan • Fully customizable map tiles • Serve
these map tiles on our own servers
Rationale • Google does not allow their map to be
used in any navigation software • OSM does not allow anyone to use their map servers for production purposes • CloudMade map servers are slow (perhaps it’s because we don’t pay?)
Cartography • Study and practice of making maps[1] • Projection
of a 3D world onto a 2D plane • Simplified view of the real world, selectively displaying different features depending on the purpose of the map
Slippy Maps • Interactive maps that can be zoomed and
panned around • Consists of tiles - generally 256x256 pixels • Dynamic loading • e.g., Google Maps, Bing Maps, Mapquest
Projections • Mercator projection • Normal Mercator • Transverse Mercator
• Miller cylindrical projection • Mollweide projection • Robinson projection
Mercator Projection
Prerequisites • Geospatial data • Software to process the data
• Map style definition • Tile generator • Storage (i.e., a database and a file system) • Servers to host tiles
Data Source • OpenStreetMap • XML • Nodes, links, polygons
• PBF • Binary format • ~30% smaller than compressed XML • Significantly faster to process
PostGIS • A spatial database extender for PostgreSQL • Enables
geospatial queries to be run in SQL • Supports for various features for manipulating geospatial objects
PostgreSQL • A very powerful relational database system • Known
for reliability, data integrity and correctness
Layer • Generally, a map is consist of multiple layers
• A layer is a subset of geospatial data that can be fetched by a single query
Layer SELECT name, place, population, way FROM planet_osm_point WHERE place='city'
ANDCAST(REPLACE(population, ',', '') AS INT) >= 25000 AND CAST(REPLACE(population, ',', '') AS INT) < 500000
Mapnik • A toolkit for developing map applications • Provides
sub-pixel accuracy (by using highly sophisticated anti-aliasing techniques) • https://github.com/mapnik/mapnik
Cascadenik • Mapnik style definitions in XML - low readability,
maintainability • Implements cascading stylesheets for Mapnik
Cascadenik • (Demo)
TileMill
Tile Generation • Export to an Mapnik XML • Feed
this XML to a tile generation script • Run a post processing script • Transfer tiles to servers
Questions?