data science for natural capital investment the economic ... · data science for natural capital...
TRANSCRIPT
![Page 1: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/1.jpg)
Gretchen C. DailyStanford University
Data Science for Natural Capital Investment The Economic & National Security Case
![Page 2: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/2.jpg)
What is natural capital?
![Page 3: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/3.jpg)
What is natural capital?
Earth’s lands, waters, and variety of life
![Page 4: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/4.jpg)
4
![Page 5: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/5.jpg)
5
![Page 6: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/6.jpg)
Natural capital is being rapidly depleted
6
![Page 7: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/7.jpg)
Scarcity confers value
7
![Page 8: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/8.jpg)
Values of natural capital?
8
![Page 9: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/9.jpg)
9
![Page 10: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/10.jpg)
Recreation
Urban
Cooling
Flood
Control
10
Mental
Health
Coastal
Protection
Food
Production
Social
Benefits
Clean
Water
![Page 11: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/11.jpg)
Recreation
Urban
Cooling
Flood
Control
11
Mental
Health
Coastal
Protection
Food
Production
Social
Benefits
Clean
Water
![Page 12: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/12.jpg)
Recreation
Urban
Cooling
Flood
Control
12
Mental
Health
Coastal
Protection
Food
Production
Social
Benefits
Clean
Water
185 countries
![Page 13: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/13.jpg)
Development Planning
Securing Freshwater
Livable Cities
Private Sector Standards
Resilient Coasts
High-Leverage Demonstrations
13
Mainstreaming the Values of Nature
![Page 14: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/14.jpg)
Development Planning
Securing Freshwater
Livable Cities
Private Sector Standards
Resilient Coasts
High-Leverage Demonstrations
14
Mainstreaming the Values of Nature
Latin America
China
![Page 15: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/15.jpg)
Water Security for Cities
WATER
15
![Page 16: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/16.jpg)
Water Security for Cities
$$
16
![Page 17: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/17.jpg)
Targeting Investments
Which activities?
Where in the watershed?
17
![Page 18: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/18.jpg)
Investment Portfolio
Cauca Valley, Colombia
Investment Portfolio
Cauca Valley
Colombia
Tuluá
18
![Page 19: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/19.jpg)
Investment Portfolio
Cauca Valley, Colombia
Investment PortfolioTuluá
Tuluá19
![Page 20: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/20.jpg)
What is the return on investment?What is the ROI?
Total Budget ($ Millions)10 25
Wate
r Q
uali
ty (
%)
20
![Page 21: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/21.jpg)
A standardized
approach
• Eco-hydrology
• Financing
• Governance
• Monitoring
Scaling up to 40+
funds now
Testing in Africa
Water Security for Cities
21
![Page 22: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/22.jpg)
Development Planning
Securing Freshwater
Livable Cities
Private Sector Standards
Resilient Coasts
High-Leverage Demonstrations
22
Mainstreaming the Values of Nature
Latin America
China
![Page 23: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/23.jpg)
National Development & Security
The Ecological Civilization
of the 21st Century
“Clear waters and lush mountains are gold and silver.
We will not trade them for gold or silver.”
![Page 24: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/24.jpg)
National Development & Security
The Ecological Civilization
of the 21st Century
![Page 25: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/25.jpg)
National Development & Security
The Ecological Civilization
of the 21st Century
1. Where and how much to protect?
2. How to secure nature and livelihoods?
3. How to move beyond GDP?
![Page 26: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/26.jpg)
Using InVEST ~ 49% of land zoned for natural capital
flood control
biodiversity
sandstorm control
water purification
water supply & flood control
![Page 27: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/27.jpg)
![Page 28: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/28.jpg)
200 M people being paid to restore natural capital
28
![Page 29: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/29.jpg)
200 M people being paid to restore natural capital
29
![Page 30: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/30.jpg)
30
Using InVEST
NEW SYSTEM OF GREEN FINANCE
![Page 31: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/31.jpg)
Gross Ecosystem Product
The Ecological Civilization
of the 21st Century
GEP – the total value of ecosystem goods &
services supplied annually
- China State Council, March 2014
![Page 32: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/32.jpg)
![Page 33: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/33.jpg)
![Page 34: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/34.jpg)
National Development & Security
Belt and Road Initiative
Yi dai yi lu
• 21st Century Silk Road (overland & maritime)
• USD 1 Trillion in Infrastructure
• ~ 68 countries, 65% world population
![Page 35: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/35.jpg)
![Page 36: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/36.jpg)
36
Natural Capital –Data Science for Development
2009-2013 – Create & test first InVEST models
2013-2017 – Refine through powerful demonstrations
Coastal climate resilience to storms & sea-level rise
Sustainable supply chains
Disease risk
Water security for energy, agriculture, cities
…
![Page 37: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/37.jpg)
37
Natural Capital –Data Science for Development
2009-2013 – Create & test first InVEST models
2013-2017 – Refine through powerful demonstrations
Coastal climate resilience to storms & sea-level rise
Sustainable supply chains
Disease risk
Water security for energy, agriculture, cities
2018- – Standardize in policy, finance, and
management globally
![Page 38: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/38.jpg)
![Page 39: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/39.jpg)
National Development & Security
The Ecological Civilization
of the 21st Century
In China, NatCap is building:1. System of natural capital accounts2. System of conservation & restoration investments3. System of green finance
a. GEPb. NDRC training in green growth & policy guide bookc. Across cities, the nation – and the BRI
![Page 40: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/40.jpg)
40
Food production
SYSTEM OF NATURAL CAPITAL ACCOUNTS
Using InVEST
![Page 41: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/41.jpg)
SYSTEM OF NATURAL CAPITAL ACCOUNTS
41
Carbon sequestration
Using InVEST
![Page 42: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/42.jpg)
42
Sand storm prevention
SYSTEM OF NATURAL CAPITAL ACCOUNTS
Using InVEST
![Page 43: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/43.jpg)
43
Water supply
SYSTEM OF NATURAL CAPITAL ACCOUNTS
Using InVEST
![Page 44: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/44.jpg)
44
FINANCING NEW NATIONAL PARK SYSTEM
Using InVEST
Existing reserves
New nature reserves
New ES reserves
![Page 45: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/45.jpg)
45
Co-Developing Urban InVEST
SUSTAINABLE LIVABLE CITIES
Starting with:
Beijing
Guangzhou
Shanghai
Shenzhen
Dalian
San Francisco Bay Area
Minneapolis / St Paul
![Page 46: Data Science for Natural Capital Investment The Economic ... · Data Science for Natural Capital Investment The Economic & National Security Case . What is natural capital? What is](https://reader035.vdocuments.mx/reader035/viewer/2022081522/5f0e08447e708231d43d485d/html5/thumbnails/46.jpg)