Climate Change Mitigation in Developing Countries

The following reflects course work for the MOOC Climate Change Mitigation in Developing Countries offered by Professor Harald Winkler of the University of Capetown, South Africa

Week 1:
Sustainable consumption patterns – a Super Wicked problem

Week 2:
Awareness and Response : Actions to Reduce Emissions from Personal Energy Use

Week 3:
A Slightly Anomalous American  

Week 4:
A Gap as Wide as the Grand Canyon

Week 5:
Innovation, awareness, and education: making change in America

Week 6:
California cap and trade policy: A framework for change

Sustainable Consumption Patterns – a Super Wicked Problem

Week 1

The other side of the development coin is sustainable consumption. Meeting the basic needs of a growing global population, expected to reach 9.5 billion people by 2050, while ensuring a sustainable development path for emerging economies, requires a concerted and collaborative effort from the developed world to adopt more sustainable patterns of consumption.

Consumption is the foundation of a modern capitalist economy, the largest component of GDP, currently the basic measure of economic health. Many, but certainly not all, have benefited from this meteoric rise in economic growth and consumption. But it is unsustainable. We are embedded in an economic system that cannot be sustained, particularly given the concurrent growth in human population. It is a super-wicked problem.

I consider this super-wicked problem from the perspective of a baby-boomer born in the late 1950s, a decade many characterize as the beginning of the “Great Acceleration,” when consumption of resources, goods and services skyrocketed, particularly in the United States.

The energy source driving this expansion of consumption is fossil fuel. In 1958, the year I was born, the CO2 observatory atop Mauna Loa on the island of Hawaii began taking measurements of atmospheric concentration of CO2. The first measurement of the “Keeling Curve,” named after Dr. Charles Keeling, was approximately 285 parts-per-million (ppm) of CO2. As of this writing the measurement from Mauna Loa is nearly 407 ppm.

The period of my lifetime clearly shows a correlation between consumption, energy use and CO2 in the atmosphere, and with that warming average global temperatures.

While developing countries must adopt a sustainable development path, the developed world must seek out more sustainable patterns of consumption.

There are a number of possible pathways to sustainable consumption, among them:

Sustainable consumption is also addressed in Goal 12 of the Sustainable Development Goals, adopted by the United Nations in 2015.

Awareness and Response : Actions to Reduce Emissions from Personal Energy Use

Week 2

The system

The system I consider for this assignment is residential energy use for a family of two living in an apartment of approximately 1200 square feet in San Francisco, CA. The specific context is consumption of electricity and natural gas within this apartment.

The goal of the proposed intervention in this system is three-fold:

  1. reduce consumption of energy
  2. increase energy efficiency
  3. utilize the regional options available for choosing the source of energy, particularly electrical generation from renewable energy sources.

Actions within the system

The actions of the system encompass the daily patterns of life in an urban center in the United States.

The actions within this system of family energy use include electricity for powering electronics and other appliances, lighting, and heating (space heaters). Natural gas is a primary source of energy generation in California. The state is a net importer of energy.

The resulting greenhouse gas emissions resulting from the system are primarily from the extraction, combustion, and distribution of natural gas. However, consumers in San Francisco have options for choosing the source, or the mix of sources, of electricity generation.


Much of California is a Mediterranean climate, which impacts energy use for heating and cooling. The region has several micro-climates and the coastal climate of San Francisco is characterized as having “natural air conditioning.”

Global Mediterranean climate zones


  • Information:
    The first intervening action is the collection of data. What isn’t measured can’t be managed. Pacific Gas and Electric uses smart metering, which allows consumer access to energy data use over several metrics, including time-of-day and comparative analysis. A benchmark is established with this data. Goals are established against the benchmark for reducing overall energy consumption
  • Behavioral considerations:

    • Time-of-day energy use data is a useful tool for identifying daily patterns of behavior the lead to increased energy consumption. Once identified, these actions can be modified.
    • Despite the best of intentions, common actions within the system can be difficult to modify. Sometimes even impractical within the context of the system. For instance, reducing vampire loads from appliances and electronics that consume power even when “switched off” is cumbersome.  Using technology such as apps to monitor and control specific electrical outlets can Incentivize the habit of turning off sources of “stand-by” power consumption when not needed.

  • Lighting

    The cost of LED has dropped significantly. Currently about 40 percent of the lighting in our apartment uses LED lighting. As older bulbs, either CFL or incandescent, reach the end of their useful life they will be replaced with LED bulbs.

  • Opt-in

    San Francisco residents have available a program called CleanPowerSF. Participating in the program is voluntary, with two tires available, Green provides 35 percent of electricity  consumption from renewable sources; SuperGreen promises 100 percent of consumed electricity from clean energy sources, at a slight premium over basic utility rates. 

  • Reducing emissions

    The cumulative impact of the interventions described here will reduce emissions and creates a systematic process of energy consumption awareness and monitoring.

    Using the SuperGreen program will significantly reduce emissions from electricity consumption. However, it is important to note the issue of the “efficiency paradox,” also known as the Jevons Paradox, which asserts that increased efficiency leads to increased consumption.

A Slightly Anomalous American

Modeling energy consumption and carbon footprint from energy and transportation

The research this week relates to my previous post looking at my personal residential energy use for two people living in an apartment in San Francisco.

To reflect energy use assumptions relevant to the United States I used the EPA carbon footprint calculator to model my Carbon Footprint Calculator _ Climate Change _ US EPA.

I used the EPA’s online calculator and also downloaded the spreadsheet version of the model for use later.

Energy consumption and carbon footprint summary

Monthly average for past 12 months

  • Natural gas: 23 therms – represents 3,370 lbs. annual CO2e, higher than similar homes within PG&E’s dataset
  • Electricity: 203 kWh – represents 1,494 lbs. CO2e, better than average but higher than most efficient similar homes within PG&E’s dataset. As of May 2016 100 percent of electricity is generated from renewable sources under the CleanPowerSF program.


Natural gas

Based on this simple model scenario my carbon footprint is largest due to consumption of natural gas. This may be due to water heating. Inspection of piping and fittings in this nearly century-old building may reveal opportunities to reduce gas consumption.


Electricity generation from 100 percent renewables is based on the accuracy of the information provided by CleanPowerSF. Further individual verification of the generation source is a possible next step.


  • I do not own a car, somewhat rare in the U.S.
  • I travel primarily by walking and public transit.
  • I belong to a car sharing non-profit, using a car a few times a year.
  • I regularly use taxi service (not Uber, etc.)
  • In 2015 I took three domestic flights averaging about 1000 miles each. I took one international trip, four separate flights total roundtrip, from San Francisco to Paris.

These are not included in the model presented here, but will be soon. I estimate the plane travel, and all its ancillary sources of emissions, as the largest source of emissions.

A Gap as Wide as the Grand Canyon

Where we are:

For the past two weeks my context under consideration has been a single urban residential user, a rented flat for a family of two people in San Francisco, CA.

This week we broaden the context to a national focus, the United States.  With the very significant exception of air travel, our carbon footprint is lower than the average American.

The United States is second in aggregate emissions but remains the highest emiting nation per capita.

The U.S. INDC – or Intended Nationally Determined Contribution – pledges reduction of 26-28 percent reduction of emissions over 2005 levels by 2025, with a longterm goal of on 80 percent reduction by mid-century.

The Paris Agreement adopted at the COP21 climate conference last year calls for a “decarbonized” economy by the end of the century.

Development vs. consumption – an economic paradox

The global community is at a crossroads on what is sustainable between development and consumption. For developing countries, the challenge may be right to develop and provide better lives for their citizens, but in context of limits on resources, not imposed on the early growth of developed countries, and costs previously externalized, but now required in the full accounting.  This imposes a different, maybe unknown, path to development.

Here in the developed world, and especially in the United States, the challenge is awareness, curbing excess, reducing consumption and increasing efficiency.

This is a tough sell, I think, mostly due to social and political reasons.

The post World War 2 boom focused the wartime production output on consumers, ushering in the Great Acceleration in the 1950s. I was born in 1958 and I remember when I was a kid gas cost about .29 cents/gallon. The gas stations gave away free glassware to complement the kitchen of the suburban home, made possible by access to cheap, mostly worry-free (at least for a time) energy.

The current US INDC is ambitious, but not ambitious enough. A “decarbonized” economy that includes the developed world is an economy built on a primary energy source other than fossil fuels. What is emitted is captured. Perhaps even technologies will develop and scale to create “negative emissions” by removing carbon from the atmosphere.

The technical challenges, while significant, I believe can be met. The real challenge is political and social will.

Featured image credit: UK Department for International Development, courtesy Flickr

Innovation, awareness, and education: making change in America

As the largest global economy and highest per-capita energy consumer, the United States a unique opportunity, in partnership with other developed countries, to lead the global community toward a low-carbon energy future.  It can be argued that it is also the responsibility of the U.S. to lead.

Discussing the entire scope of possible climate mitigation innovation within the U.S. is beyond the scope of this assignment, but there are two innovative ideas and developments to look at that point to larger issues of change as discussed in week 5 of the course. One focuses on technology, the other on “softer” socio-economic issues.

Energy storage

In my work as a freelance environmental journalist, I covered the Intersolar North America 2016 solar industry trade show in San Francisco this past week.

Energy storage is both a challenge and opportunity for market penetration of renewable energy sources. What I discovered this week is how much of the industry is focused on energy storage development across all applications, from short-duration residential systems to long-duration utility-scale storage.

One particular design of interest is a hybrid iron flow battery developed by ESS (Energy Storage Systems). The main components of the shipping-container-sized battery are iron, salt, and water. This type of battery represents a technical innovation helping to pave the way for  renewable energy  development. The ESS system 100kW/800kWh battery has a 6-8 hour nominal discharge time.

On small island nations, this technology can drastically reduce, perhaps even eliminate, the need for expensive and dirty diesel generation.

In large developed countries, advances in iron flow battery technology address a principle challenge for renewable baseload generation – intermittency.

Education and awareness

The advantages of technical innovation are clear. Just as important is equal innovation for market analysis, information, and education for a new energy economy.  This is true both in the developed and developing world, though obviously, the specific circumstances of each are vastly different.

The developed world must transform its energy infrastructure, and thus the global economy. Emerging economies must balance development with the urgency of climate mitigation.

In the U.S. organizations like The Solar Foundation focus on the “soft costs” of solar, training and worker development, and market transformation.

The latest national solar job census shows continued growth in the U.S. solar market that consistently exceeds expectations.

Along with rapid technical advances, programs aimed at the socio-economic aspects of solar are important innovations for a low carbon economy.

Developing a workforce and educating stakeholders about solar power integration reveals common ground for change

California cap and trade policy: A framework for change

In the U.S., California is a leader in developing and implementing emissions mitigation policy.

The California Global Warming Solutions Act of 2006 (Assembly Bill 32 or “AB32“) passed the state legislature in August of 2006 and was signed into law by then-governor Arnold Schwartzenneger.

The policy calls for a reduction in emissions to 1990 levels by 2020, reflected a 15 percent reduction in emissions by 2020 from a business-as-usual trajectory.

Using a cap-and-trade mechanism as a principal means of mitigation,  AB32 sets a statewide limit on emissions sources responsible for 85 percent of California’s greenhouse gas emissions.

Scoping plan

AB32 mandates a “Scoping Plan” to map implementation of the policy’s mitigation objectives.

Developed by the California Air Resources Board (CARB), the  initial scoping plan”  was agreed to in December of 2008 , with regular updates  since that time, the latest being approved in May of 2014.

Based on this update, Governor Jerry Brown issued Executive Order B-30-15 in April 205 establishing a mid-term emissions reduction target of 40 percent over 1990 levels by 2030.  This is the most ambitious GHG reduction target in North America.

California AB32 - the path to 2020

Implementation of emissions cap and trade

A brief timeline of implementation:

  • January 2012:
    Market mechanisms and greenhouse gas rules developed by CARB come into force and are legally binding
  • November 2012:
    The first quarterly auction of emissions allowances is held.
  • January 2013:
    Cap-and-trade program begins for energy generation and industrial facilities emitting 25,000 MTCO2e (metric ton CO2 equivalent) or more annually. Cap is initially set at 2 percent below projected 2012 emissions.
  • September 2013:
    California Air Resources Board issues first carbon offset credits.
  • January 2014:
    Carbon cap declines 2 percent from the initial set cap.
  • In 2014 California links with Quebec, Canada cap-and-trade program.
  • January 2015:
    Carbon cap comes into force for distributors of transportation, natural gas, and other fuels.

    • In 2015 cap declines 3 percent. Set to decline 3 percent from 2015 to 2020.
  • December 31, 2020:
    Deadline for achieving 2020 GHG emissions cap.

Economic implications

Numerous studies on the economic implications of AB32 are available, including the latest economic analysis from the CARB Scoping Plan.

The Union of Concerned Scientists published an analysis in 2009, as did the University of California-Berkeley Center for Labor Research and Education.

A pathway for change in the developed world

California’s gross state product (GSP) nearly $2.5 trillion dollars in 2015, or 13.7 percent of the U.S. total GDP.

The California economy is the sixth largest in the world. As discussed in the final lecture, addressing climate change must be a global issue. No single state or nation can meet the scale of such a “wicked problem.”

The Global Warming Solutions Act demonstrates a policy that can be linked and modeled as part of the bridge from domestic policy to international contributions.

Regime Shift for Permafrost Arctic Permafrost Thawing

Nowhere is the climate changing faster than in the Arctic. The region is warming at about twice the rate of the global average, with atmospheric temperature anomalies as much as 13 degrees Fahrenheit above normal reported in January.

Permafrost becomes especially vulnerable to these rapid changes, creating land subsidence, habitat change, and a potentially catastrophic release of carbon and methane as the once-frozen organic matter decomposes.

Arctic permafrost: the big thaw

Much of the terrestrial Arctic permafrost currently remains well below freezing.  At current rates of warming, scientists estimate it could take another 70 years for these frozen soils to fully melt.

Depending on the emissions scenario over the coming decades, researchers project anywhere from a 30 to 70 percent decline in near-surface permafrost by the end of the century. Our current emissions trajectory being the high end of that estimate, according to research cited Adam Wernick in a  Public Radio International article:

If 70 percent of the permafrost thaws, scientists expect to lose 130 to 160 billion tons of carbon into the atmosphere by the end of this century,” writes Adam Wernick. “To put that in perspective, in 2013 the United States emitted 1.4 billion tons of carbon from fossil fuel combustion and cement production.

Thawing permafrost represents a potential “tipping point” for runaway climate change. As more permafrost melts, more methane and CO2 are released into the atmosphere, increasing temperatures, causing more permafrost to melt, releasing more greenhouse gasses –  a relatively sudden and abrupt oscillation into a self-amplifying feedback loop.

A “regime change” for permafrost below shallow Arctic lakes

A study accepted for publication this week in the journal Geophysical Research Letters indicates an ongoing “regime shift” is underway in sub-lake permafrost. The soil below these shallow Arctic lakes is naturally warmer and is already thawing, as the following press release from the American Geophysical Union explains:

New research shows permafrost below shallow Arctic lakes is thawing as a result of changing winter climate.

Joint Release:

  • American Geophysical Union
  • University of Alaska Fairbanks
  • U.S. Geological Survey

16 June 2016

Warmer winters combined with an increase in snowfall during the last 30 years have limited the growth of seasonal lake ice. In response, lakebed temperatures of Arctic lakes less than 1 meter (3 feet) deep have warmed by 2.4 degrees Celsius (4.3 degrees Fahrenheit) during the past three decades, and during five of the last seven years, the mean annual lakebed temperature has been above freezing.

These rates of warming are similar to those observed in terrestrial permafrost, yet those soils are still well below freezing and thaw is not expected for at least another 70 years. However, a regime shift in lake ice is leading to sub-lake permafrost thaw now.

Since permafrost underneath lakes is generally warmer than the surrounding terrestrial permafrost, rising temperatures in the lakebeds make permafrost thaw sooner than beneath surrounding dry land. These lakes may cover 20 to 40 percent of the landscape in vast areas of Arctic lowlands.

“During the 1970s, late winter lake ice thickness measurements commonly exceeded 2 meters (6.5 feet) in northern Alaska. Such thick ice growth helps to limit sub-lake permafrost thaw by freezing the sediments solid each winter. However, during winter field surveys over the last decade, lake ice has typically only grown to 1.5 meters (5 feet) thick, and has been as thin as 1.2 meters (4 feet),” said Christopher Arp, research assistant professor at the University of Alaska Fairbanks (UAF) Water and Environmental Research Center and lead author of the new study accepted for publication in Geophysical Research Letters, a journal of the American Geophysical Union.

These drastic reductions in lake ice, caused by changes in winter climate, are the primary reason that shallow lakebed temperatures are warming and the permafrost below them is thawing.

Interactions and feedbacks among climate, permafrost, and hydrology underscore the complexity of forecasting change in the Arctic. For example, thinner lake ice may help fish overwintering, or it may help the oil industry since they need lake water to build winter ice roads. However, sub-lake permafrost thaw will likely unlock a portion of the permafrost carbon pool and potentially release this carbon in the form of greenhouse gasses.

These findings also highlight the importance of conducting winter fieldwork in the Arctic.

“Arctic lakes and ponds are typically ice covered for nine months of the year, but research on them typically occurs during the short Arctic summer. To more fully understand Arctic lake dynamics and to document the changes we have observed requires also doing fieldwork under often harsh conditions during the cold and dark arctic winter,” said Benjamin Jones of the U.S. Geological Survey in Anchorage and co-author of the new study.

“With further thawing of sub-lake permafrost there is a good chance that the ground will subside, increasing the lake depth and accelerating further permafrost thawing. In contrast, the warming on the land may increase the protective vegetation layer and delay thawing of permafrost outside of lakes,” said Vladimir Romanovsky of the UAF Geophysical Institute and co-author of the new study.

With increasingly warmer and snowier winters yielding thinner lake ice, shallow lakes will likely continue to warm, Arp said.

The American Geophysical Union is dedicated to advancing the Earth and space sciences for the benefit of humanity through its scholarly publications, conferences, and outreach programs. AGU is a not-for-profit, professional, scientific organization representing more than 60,000 members in 139 countries. Join the conversation on FacebookTwitterYouTube, and our other social media channels.

Image credit: Anthony Kendall, courtesy Flickr

My Inconvenient Truth : Reflections on Al Gore’s Impact, Ten Years On

In May of 2006, Al Gore’s now-classic climate change documentary “An Inconvenient Truth was released. The movie won an Oscar in the Featured Documentary category, and Gore was co-recipient of the Nobel Peace Prize, along with the U.N. Intergovernmental Panel on Climate Change (IPCC). The nominating committee recognized Gore and the IPCC “for their efforts to build up and disseminate greater knowledge about man-made climate change, and to lay the foundations for the measures that are needed to counteract such change.”

For many, it was as if Al Gore invented global warming. Or that global warming invented Al Gore, I’m not sure which. What is certain is the enormous impact the movie and Gore’s advocacy through the years had on raising awareness about the, well, inconvenient truth of climate change.

To be perfectly candid, I think “raising awareness” is among the canon of over-hyped phrases like “paradigm shift.” Meaningful at their core, these idioms are overused, often with a pretentious tinge, to the point of diffusing much of their impact and credibility. This is ironic given that we live in transformative times ourselves, witness to a global paradigm shift of raised awareness.

It’s tricky.

I read Gore’s 1992 nonfiction book “Earth in the Balance,” so I was no stranger to his environmental advocacy. But “An Inconvenient Truth” brought the issue to the forefront of public consciousness like little did before or since (except the changing climate itself), for better and worse. I can only speak anecdotally, but I believe Gore is likely the most famous straw man alive — and for some, also the most reviled. He raised awareness about global warming so masterfully that he has become synonymous with it, often not in a good way.

This may sound like I’m being critical of his work. If I do admit some ambivalence, it is not for lack of admiration and inspiration for what Gore has done and is doing in the public campaign to push for climate action. I’ve heard Gore speak on several occasions. I’ve gone through his Climate Leadership training. He is passionate and sincere about his work.

Perhaps my ambivalence is directed more toward the climate change narrative itself than to Gore’s engagement with it. It is a narrative too often oversimplified, tortured beyond all recognition of civility and imbued with an ideological fervor that has little to do with the task at hand.

And it’s for all this that I’d like to take the opportunity of the 10-year anniversary of “An Inconvenient Truth” to thank Al Gore for changing my life.

An inconvenient journey

I can’t say exactly when I first learned about climate change, but it was long before Gore’s movie. I’d also read other cautionary works like Jeremy Rifkin’s early work “Entropy,” Paul Ehrlich’s “Population Bomb,” Robert Heinberg’s “The Party’s Over” and The Club of Rome’s “Limits to Growth,” among others. 

From a very young age I was a budding Malthusian.

But while contemplating this doom, I also found great joy in the beauty of the world around me. My ambivalence was my own.

I acquired the domain name “” several years earlier, but after seeing “An Inconvenient Truth” in May of 2006 I decided to focus my efforts on what I cared about most and launched the official blog (GWIR). It was a humble launch, but 10 years on it is still going strong.

What’s more, I’ve had an opportunity to temper my general Malthusian worldview with a sense of guarded optimism. While I’ve endured over the years the expected heaving of hate and fear, I’ve also seen firsthand the hard work of many talented, passionate and brilliant people focused on moving the world toward a better future. That’s what gives me inspiration to engage with these pathfinders, tell their story and each day try a little bit harder to help light the way.

“Few will have the greatness to bend history itself,” Robert Kennedy said in a 1966 speechin South Africa, “but each of us can work to change a small portion of events. And in the total of all those acts will be written the history of this generation.” We all have within us the power to send out “tiny ripples of hope” that will converge into a mighty current of sweeping renewal.

Few of us have the influence or reach of Al Gore, but we all have a responsibility to pursue the harder path before us, so that others may follow. Each in our own way.

Is Al Gore the reason I am concerned about global warming? No. But Gore and his documentary helped set me out on the path I am on today, and upon which I intend to remain for the rest of my life

“My heart is moved by all I cannot save:
so much has been destroyed
I have to cast my lot with those
who age after age, perversely,
with no extraordinary power,
reconstitute the world.”
— Adrienne Rich

Image credit: Woody Hibbard, courtesy flickr

This post originally published on TriplePundit