1.1 Introduction on the principles of anthropogenic climate change

1.2 Future evolution of CO2 levels and global temperature

1.3 What is the definition of transition finance?

1.4 What do we mean by transition finance?

1.5 What do world business and economics leaders think about transition finance?

2 Model-Based Approaches to Investing

2.1 Why do we need models to invest in transition finance?

2.2 How do we model climate and the impact it has on the economy and society

2.3 What to model: Vendor models versus proprietary models

2.4 The problem of climate data in general

2.5 Data quality issues for acute physical risk

2.6 Data quality issues for chronic physical risk

2.7 Data quality issues for transition risk

2.8 Data quality issues for climate liability risk

2.9 Fat tails: Where climate risk and opportunities truly hide

2.10 Are models alone enough to allow us to make informed investing decisions?

3 The Problem of Back-Testing and Benchmarking

3.1 The problem of back-testing, narratives, and validation

3.2 Narratives and why we need them to be strong and explainable

3.3 Back-testing: Why we really cannot do it and what to do about it

3.4 Validation and why it is a challenge

3.5 What to benchmark against?

4 Types of Funds in Transition Finance

4.1 What type of investments?

4.2 Is it a static asset allocation strategy or a dynamic one?

4.3 One approach versus multiple approaches

4.4 Diversification and moving beyond purely emissions-based approaches

4.5 Conceptual framework for quantitative investing in transition finance

4.6 Positive screening

4.7 Thematic investment

4.8 Investing in the transition

4.9 The four-fund/three strategy approach

5 Examples of How to Build an Investment Portfolio

5.1 Decide what is the climate transition scenario you believe is likely to happen

5.2 Run the models based on your scenarios

5.3 Challenge your model results

5.4 Use subject matter expertise to apply overrides and overlays to the models

5.5 Identify the set of opportunities at sector, theme, and individual name level

5.6 Identify the driver for each opportunity

5.7 Determine the overall Technology Readiness Level for each opportunity

5.8 Determine the investment horizon for each opportunity

5.9 Determine the investment maturity for each opportunity

5.10 Determine the crowdedness for each opportunity

5.11 Identify the root problem for each opportunity

5.12 Identify what the root problem causes for each opportunity

5.13 Identify what needs to happen to fix the issue for each opportunity

5.14 Identify how soon the fix needs to happen for each opportunity

5.15 Identify what the investment opportunity is for each opportunity

5.16 Identify what the benefit of the investment is for each opportunity

5.17 Identify the potential market size for each opportunity

5.18 Identify the long-term investment vision for each opportunity

5.19 Identify the trigger event for each opportunity

5.20 Identify the primary fund in which each opportunity belongs

5.21 Identify the primary strategy in which each opportunity belongs

5.22 Select the investment theses that align with your individual risk appetite, investment horizon, and area of expertise

5.23 Deep dive in investment theses of interest to identify targets and refine strategies

5.24 Build your portfolio based on identified targets

6 Investment Trigger Events

6.1 What is an investment trigger?

6.2 How do we identify an investment trigger?

6.3 What is the likelihood and timing of a trigger and what factors affect it?

7 About Hydrogen

7.1 The physics and chemistry of hydrogen and the effect on what role it might play

7.2 The problems with manufacturing hydrogen in volumes

7.3 The pitfalls of producing hydrogen by electrolysis

7.4 The false promise of producing hydrogen by pyrolysis

7.5 The mirage of naturally occurring hydrogen

7.6 The deceitful idea of producing hydrogen in cheap locations and shipping it to points of usage

7.7 Transporting hydrogen as ammonia is not a good idea

7.8 Hydrogen in ground transportation

7.9 Hydrogen for heating and steam generation

7.10 Ammonia-from-hydrogen uses

7.11 Hydrogen to make methanol for shipping

7.12 Hydrogen for airplanes

7.13 Hydrogen for grid energy storage

8. Overview of Primarily Growth Fund Investment Theses

8.1 Which opportunities are primarily growth opportunities?

8.2 BECCS: Bioenergy with Carbon Capture and Storage

8.3 Biochar

8.4 Energy Efficiency for Buildings

8.5 DAC (Direct Air Capture)

8.6 Electric Airplanes

8.7 Methane measure and VCM satellite monitoring

8.8 MMRV (Measurement, Monitoring, Reporting, and Validation) of Voluntary Carbon Credits

8.9 Novel modeling for hurricane, tornado and wildfire impacts

8.10 Ocean-based CDR

8.11 Transition and physical risk E2E model providers for financial institutions

8.12 VCM E2E risk transfer solutions

8.13 VCM exchanges

8.14 VCM insurance products

8.15 Workforce retraining companies

8.16 Climate litigation

8.17 Vertical farming

9. Overview of Primarily Public Strategy Fund Investment Theses

9.1 Which opportunities are primarily Public Strategy Fund opportunities?

9.2 Aluminum mines and smelters

9.3 Copper mines

9.4 Electric transportation (cars/trucks/trains/motorcycles)

9.5 Insurance companies with novel modeling approaches for coastal areas

9.6 Nuclear reactor manufacturers

9.7 Critical mineral mines

9.8 Uranium mines, prospecting and processing

9.9 HVAC manufacturers and installers

9.10 Sustainable steel

9.11 Emissions-free shipping

10. Overview of Primarily Infrastructure Strategy Fund Investment Theses

10.1 Which opportunities are primarily Infrastructure Strategy Fund opportunities?

10.2 CCUS (Carbon Capture, Utilization, and Storage) infrastructure

10.3 Electric grid infrastructure upgrade

10.4 Energy storage

10.5 Geothermal energy generation companies

10.6 Hydroelectric power generation companies

10.7 Sustainable Aviation Fuel

10.8 Biofuels and waste to energy

10.9 Tidal power generation companies

10.10 Water

10.11 Wind and solar power generation companies

10.12 Sustainable concrete

10.13 Ocean Thermal Energy Conversion (OTEC)

10.14 Coastal tidal protection

11. Overview of Primarily Climate Alternatives (Physical Asset Plays) Investment Theses 294

11.1 Which opportunities are primarily Climate Alternatives/Physical Assets Fund opportunities?

11.2 Abandoned subterranean mines

11.3 Forest land plantation forest

11.4 Forest land primary forest

11.5 Northern Latitudes Farmland

11.6 Paper recycling facilities

11.7. Real estate in climate sanctuary cities

12. Sample Deep Dive: Geothermal Energy

12.1 Which is the climate driver for geothermal energy?

12.2 Which unds does geothermal energy fall under?

12.3 What is the TRL for geothermal?

12.4 Determine the investment horizon for geothermal

12.5 What is the investment maturity for geothermal?

12.6 How crowded is geothermal?

12.7 What is the root problem for geothermal?

12.8 What is the root problem for geothermal cause?

12.9 What needs to happen to fix the root problem for geothermal?

12.10 How soon does the fix need to happen for geothermal?

12.11 What is the investment opportunity for geothermal?

12.12 What is the benefit from investing in geothermal?

12.13 What is the market size for geothermal?

12.14 What is the long-term vision for geothermal investments?

12.15 What is the trigger for geothermal investments and has it already occurred?

12.16 Which new companies have been identified in early stages for geothermal (VC targets)?

12.17 Which new companies have been identified as emerging players for geothermal (PE targets)?

12.18 Which established players exist in geothermal (private credit targets)?

13. Sample Deep Dive: Northern Latitudes Farmland

13.1 Which is the climate driver for Northern Latitudes Farmland?

13.2 Which funds does Northern Latitudes Farmland fall under?

13.3 What is the TRL for Northern Latitudes Farmland?

13.4 Determine the investment horizon for Northern Latitudes Farmland

13.5 What is the investment maturity for Northern Latitudes Farmland?

13.6 How crowded is Northern Latitudes Farmland?

13.7 What is the root problem for Northern Latitudes Farmland?

13.8 What does the root problem for Northern Latitudes Farmland cause?

13.9 What needs to happen to fix the root problem for Northern Latitudes Farmland?

13.10 How soon does the fix need to happen for Northern Latitudes Farmland?

13.11 What is the investment opportunity for Northern Latitudes Farmland?

13.12 What is the benefit from investing in Northern Latitudes Farmland?

13.13 What is the market size for Northern Latitudes Farmland?

13.14 What is the long-term vision for Northern Latitudes Farmland investments?

13.15 What is the trigger for Northern Latitudes Farmland investments and has it already occurred?

13.16 Which...