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Dr.	Melinda	Laituri
Secondary	Cities	Principal	Investigator
State	of	the	Map,	Asia
23	- 24	September	2017
Kathmandu,	Nepal
The	Secondary	Cities	(2C)	Initiative
Opportunities:
• Urban	density	can	fuel	efficiencies
• Urban	areas	provide	access	to	resources
• Cities	are	hubs	of	innovation
The	Urban	Century	
Challenges:
Humans	are	rapidly	becoming	an	urban	species,	with	millions	
of	people	migrating	to	cities	each	year.	By	2050,	70%	of	
world’s	population	will	live	in	urban	areas.		
• How	will	urban	centers	across	the	world	keep	pace	with	predicted	
continuing	growth?
• What	are	the	visions	of	tomorrow’s	cities?
There	will	be	more	than	twice	as	many	medium	size	cities	
in	2030	as	there	were	in	1990.
UN/World	Urbanization	Prospects,	2014
Secondary	Cities	are	under-examined,	
under	planned,	and	under-mapped
http://www.economist.com/node/21642053?fsrc=scn/tw/te/dc/ed/brightlightsbigcities
What	do	Secondary	Cities	
need?
• Robust,	
smart	data
• Geospatial	
databases
• Produce	
maps
• Example:	
Hawasa,	
Ethiopia Google	
Earth OpenStreetMap
What	is	the	Secondary	Cities	Initiative?
• Collaborative	community	mapping	projects	for	1-2+	years;	
• Unique	partner-provided,	partner-generated	datasets;
• Complements	imagery	based	methodologies	for	data	
creation.
Photos:		Secondary	Cities	Cusco	Geospatial	data	workshop,	July
Industry	partnerships:
ESRI	(desktop	GIS)
Digital	Globe
NGOs**
Kathmandu	Living	Lab
(KLL)
American	Association	of	
Geographers*
(AAG)
University
Tribhuvan University, Institute of Engineering
Western	Region	University
Colorado	State	University
(technical	support)
Regional	government:
Pokhara	Municipality
National	government:
Nepali	Army
USG
DOS/GGI:
2C	Lead
US	Embassy:		
Linkages	to	onsite	partners
NGA:
High	resolution	imagery
Human	Geography	Themes
Pokhara
Emergency	
Preparedness
*Manage	budgets	and	reporting
**Key	facilitating	partnership
Partnerships	– Spider	Diagram
Secondary	Cities	Initiative	Objective
Emergency	Preparedness
Human	Security
Resiliency
Human	
Geography	
DataMappin
g
Data	
generation
Visualization
Sharing
Analysis
How	do	we	map	cities?
Geospatial	Technologies
Geographic	
Information	
System	(GIS)
Remote	
Sensing	
(RS)
Global	
Positioning	
System	(GPS)
Useful	Tools	for	Participatory	Mapping	for	2C	
Projects• Emphasize	open	source	tools	and	technologies
• Platform	and	software	agnostic	
Data	
Collection
Data	Analysis	
and
Visualization
Data	
Sharing
• Phones,	tablets,	drones	(UAVs)
New	equipment	for	data	collection
New	approaches
• Citizen	Science	initiatives
• Crowd	mapping:		Mapathons
• Community	engagement:	
Participatory	mapping
High	resolution	
satellite	imagery
New	Collaborative	
Process:
Intersection	of	
Citizen	Science	and	
Community	
Engagement
Bottom	up	vs.	Top	Down
Secondary	Cities	Projects
http://secondarycities.state.gov
Resiliency	·	Human	Security	·	Emergency	Preparedness
Data Generation
Open Source Tools
Training Materials
Lessons Learned
2C
Regional
Knowledge
Networks
Denpasar,	Indonesia:		
Ocean	Waste	
Management
Pokhara,	Nepal:
Emergency	
preparedness
Kharkiv,	Ukraine
Mobility,	Safety	and	
Accessibility
Asia	2C	
RKN
Mekelle,	
Ethiopia:
Water	Resources
Port	Harcourt,	Nigeria:
Vulnerable	populations	
and	
access	to	infrastructure
Douala,	Cameroon
Emergency	
preparedness	
and	flooding
Africa	2C	
RKN
Cusco,	Peru:
Sanitation	
and	
environmenta
l	
issues
Medellin,	
Columbia:
Urban	growth
Santiago,	Dominican	
Republic
Water	management	in	
vulnerable	neighborhoods
Esmeraldas,	
Ecuador:
Security	and	Risk
Latin	America	2C	
RKN
RKN: Regional	
Knowledge	Network
Secondary	Cities	
DescriptionKharkiv,	Ukraine
Mekelle,	Ethiopia
Pokhara,	Nepal
Santiago,	Dominican	Republic
Medellin,	Columbia
Cusco,	Peru
Inland	Cities
Coastal	Cities
Denpasar,	Indonesia
Esmeraldas,	Ecuador
Douala,		Cameroon
Port	Harcourt,	Nigeria
Touris
m
Landslides
Sea	Level	Rise
Common	themes:		
Traffic,	Waster	Management,	Flooding,	Extreme	events
Data	Generation
Pokhara,	Nepal
• Emergency	
preparedness
• Hospitals	&	Clinics
• Religious	centers
• Schools
Kharkiv,	Ukraine
• Vulnerable	Populations
• Vacant	building	
inventory
• Urban	Springs
2C	Denpasar,	Indonesia:		Waste	
management
2C	Esmeraldas:		Water	Pollution	sites
2C	Port	Harcourt,	
Nigeria
21
Data Collection Method Observations
Mobility Features
▪ Data Collection
Software/Platform: ArcGIS
Phase 1: Excel templates and
Maplt
▪ Data Collection
Hardware/Device: Tablets,
papers and GPS
Phase 2: Survey 123 for ArcGis
▪ Data Collection
Hardware/Device: Tablets
▪ Coverage Area: Douala
council area, Cameroon.
(Six districts)
Dataset Attributes Collected Data Points
Hospital data Name, category, #beds ,# doctors , #nurses,
#ambulances, observation, LAT/LON , data
collection date, availability of emergency service.
227
Major businesses data Name, Type of store , Data collection date,
LAT/LON
98
Schools Name, Type , data collection date, area, #
classrooms , # toilet , type of construct material
availability of water and electricity.
447
Recreational spaces Name, data collection date, area, LAT/LON,
water and electricity availability
21
Flood Area Flood frequency, data collection date, LAT /LON ,
Observations.
94
Cultural and Religious
structure’s
Name, data collection date, area, LAT/LON,
water and electricity availability.
542
Sanitation Equipment’s Name, data collection date, area, LAT/LON 369
Open space Name, data collection date, area, LAT/LON 728
Data Collection with GPS and MapIt
2C	Douala,	
Cameroon
2C	Mekelle
https://ethiopia-gis.nrel.colostate.edu/#
2C	CSU:	Change	Detection	Analysis	
with		
LandSat	and	High	Resolution	Imagery
Outcome:			Best	Practices/Lesson	Learned
Collaboration/New	Partnerships
• Interoperability
• Metadata	standards/QA/QC	protocols
• Access	and	sharing
• Culture	and	language
• QA/QC	protocols
• Regional	hubs
• Ethics
Unintended	
Ripple	
Results!!
Sharing	Stories
http://secondarycities.state.gov
/
Future	Investment:		Community	of	2C	
Partners
Questions
Contact:
Melinda	Laituri
melinda.Laituri@colostate.edu
laiturimj@state.gov

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