Distributed Solar: The Democratizaton of Energy
Blogroll
- Charlie Kufs' "Stats With Cats" blog “You took Statistics 101. Now what?”
- Professor David Draper
- Risk and Well-Being
- The Mermaid's Tale A conversation about biological complexity and evolution, and the societal aspects of science
- Darren Wilkinson's introduction to ABC Darren Wilkinson’s introduction to approximate Bayesian computation (“ABC”). See also his post about summary statistics for ABC https://darrenjw.wordpress.com/2013/09/01/summary-stats-for-abc/
- Harvard's Project Implicit
- All about ENSO, and lunar tides (Paul Pukite) Historically, ENSO has been explained in terms of winds. But recently — and Dr Paul Pukite has insisted upon this for a long time — the oscillation of ENSO has been explained as a large-scale slosh due to lunar tidal forcing.
- Simon Wood's must-read paper on dynamic modeling of complex systems I highlighted Professor Wood’s paper in https://hypergeometric.wordpress.com/2014/12/26/struggling-with-problems-already-attacked/
- Slice Sampling
- Team Andrew Weinberg Walking September 8th for the Jimmy Fund!
- Mike Bloomberg, 2020 He can get progress on climate done, has the means and experts to counter the Trump and Republican digital disinformation machine, and has the experience, knowledge, and depth of experience to achieve and unify.
- WEAPONS OF MATH DESTRUCTION, reviews Reviews of Cathy O’Neil’s new book
- Nadler Strategy, LLC, on sustainability Thinking about business, efficient and effective management, and business value
- ggplot2 and ggfortify Plotting State Space Time Series with ggplot2 and ggfortify
- Mertonian norms
- Logistic curves in market disruption From DollarsPerBBL, about logistic or S-curves as models of product take-up rather than exponentials, with notes on EVs
- Carl Safina's blog One of the wisest on Earth
- South Shore Recycling Cooperative Materials management, technical assistance and networking, town advocacy, public outreach
- "The Expert"
- AP Statistics: Sampling, by Michael Porinchak Twin City Schools
- Dollars per BBL: Energy in Transition
- "Impacts of Green New Deal energy plans on grid stability, costs, jobs, health, and climate in 143 countries" (Jacobson, Delucchi, Cameron, et al) Global warming, air pollution, and energy insecurity are three of the greatest problems facing humanity. To address these problems, we develop Green New Deal energy roadmaps for 143 countries.
- Tim Harford's “More or Less'' Tim Harford explains – and sometimes debunks – the numbers and statistics used in political debate, the news and everyday life
- Hermann Scheer Hermann Scheer was a visionary, a major guy, who thought deep thoughts about energy, and its implications for humanity’s relationship with physical reality
- Awkward Botany
- Bob Altemeyer on authoritarianism (via Dan Satterfield) The science behind the GOP civil war
- Giant vertical monopolies for energy have stopped making sense
- John Cook's reasons to use Bayesian inference
- Tony Seba Solar energy, electric vehicle, energy storage, and business disruption professor and visionary
- Woods Hole Oceanographic Institution (WHOI)
- Ted Dunning
- Peter Congdon's Bayesian statistical modeling Peter Congdon’s collection of links pertaining to his several books on Bayesian modeling
- "Consider a Flat Pond" Invited talk introducing systems thinking, by Jan Galkowski, at First Parish in Needham, UU, via Zoom
- Mrooijer's Numbers R 4Us
- Earle Wilson
- All about models
- Ives and Dakos techniques for regime changes in series
- WEAPONS OF MATH DESTRUCTION Cathy O’Neil’s WEAPONS OF MATH DESTRUCTION,
- Karl Broman
- Earth Family Alpha Michael Osborne’s blog (former Executive at Austin Energy, now Chairman of the Electric Utility Commission for Austin, Texas)
- Patagonia founder Yvon Chouinard on how businesses can help our collective environmental mess Patagonia’s Yvon Chouinard set the standard for how a business can mitigate the ravages of capitalism on earth’s environment. At 81 years old, he’s just getting started.
- Brian McGill's Dynamic Ecology blog Quantitative biology with pithy insights regarding applications of statistical methods
- The Plastic Pick-Up: Discovering new sources of marine plastic pollution
- James' Empty Blog
- Healthy Home Healthy Planet
- Busting Myths About Heat Pumps Heat pumps are perhaps the most efficient heating and cooling systems available. Recent literature distributed by utilities hawking natural gas and other sources use performance figures from heat pumps as they were available 15 years ago. See today’s.
- Why "naive Bayes" is not Bayesian Explains why the so-called “naive Bayes” classifier is not Bayesian. The setup is okay, but estimating probabilities by doing relative frequencies instead of using Dirichlet conjugate priors or integration strays from The Path.
- Lenny Smith's CHAOS: A VERY SHORT INTRODUCTION This is a PDF version of Lenny Smith’s book of the same title, also available from Amazon.com
- Quotes by Nikola Tesla Quotes by Nikola Tesla, including some of others he greatly liked.
- Flettner Rotor Bruce Yeany introduces the Flettner Rotor and related science
climate change
- On Thomas Edison and Solar Electric Power
- Équiterre Equiterre helps build a social movement by encouraging individuals, organizations and governments to make ecological and equitable choices, in a spirit of solidarity.
- Reanalyses.org
- "Getting to the Energy Future We Want," Dr Steven Chu
- David Appell's early climate science
- Social Cost of Carbon
- Documenting the Climate Deniarati at work
- `Who to believe on climate change': Simple checks By Bart Verheggen
- Nick Bower's "Scared Scientists"
- Berkeley Earth Surface Temperature
- The HUMAN-caused greenhouse effect, in under 5 minutes, by Bill Nye
- "Warming Slowdown?" (part 2 of 2) The idea of a global warming slowdown or hiatus is critically examined, emphasizing the literature, the datasets, and means and methods for telling such. The second part.
- "Warming Slowdown?" (part 1 of 2) The idea of a global warming slowdown or hiatus is critically examined, emphasizing the literature, the datasets, and means and methods for telling such. In two parts.
- Ricky Rood's “What would happen to climate if we (suddenly) stopped emitting GHGs today?
- Rabett Run Incisive analysis of climate science versus deliberate distraction
- SOLAR PRODUCTION at Westwood Statistical Studios Generation charts for our home in Westwood, MA
- HotWhopper: It's excellent. Global warming and climate change. Eavesdropping on the deniosphere, its weird pseudo-science and crazy conspiracy whoppers.
- Solar Gardens Community Power
- Updating the Climate Science: What path is the real world following? From Professors Makiko Sato & James Hansen of Columbia University
- AIP's history of global warming science: impacts The American Institute of Physics has a fine history of the science of climate change. This link summarizes the history of impacts of climate change.
- "Impacts of Green New Deal energy plans on grid stability, costs, jobs, health, and climate in 143 countries" (Jacobson, Delucchi, Cameron, et al) Global warming, air pollution, and energy insecurity are three of the greatest problems facing humanity. To address these problems, we develop Green New Deal energy roadmaps for 143 countries.
- James Hansen and granddaughter Sophie on moving forward with progress on climate
- The Keeling Curve The first, and one of the best programs for creating a spatially significant long term time series of atmospheric concentrations of CO2. Started amongst great obstacles by one, smart determined guy, Charles David Keeling.
- NOAA Annual Greenhouse Gas Index report The annual assessment by the National Oceanic and Atmospheric Administration of the radiative forcing from constituent atmospheric greenhouse gases
- Model state level energy policy for New Englad Bob Massie’s proposed energy policy for Massachusetts, an admirable model for energy policy anywhere in New England
- Ice and Snow
- Dessler's 6 minute Greenhouse Effect video
- Climate at a glance Current state of the climate, from NOAA
- US$165/tonne CO2: Sweden Sweden has a Carbon Dioxide tax of US$165 per tonne at present. CO2 tax was imposed in 1991. GDP has grown 60%.
- Earth System Models
- “Ways to [try to] slow the Solar Century''
- The beach boondoggle Prof Rob Young on how owners of beach property are socializing their risks at costs to all of us, not the least being it seems coastal damage is less than it actually is
- ATTP summarizes all that stuff about Committed Warming from AND THEN THERE’S PHYSICS
- Paul Beckwith Professor Beckwith is, in my book, one of the most insightful and analytical observers on climate I know. I highly recommend his blog, and his other informational products.
- Anti—Anti-#ClimateEmergency Whether to declare a climate emergency is debatable. But some critics have gone way overboard.
- Mrooijer's Global Temperature Explorer
- Energy payback period for solar panels Considering everything, how long do solar panels have to operate to offset the energy used to produce them?
- Wind sled Wind sled: A zero carbon way of exploring ice sheets
- "Lessons of the Little Ice Age" (Farber) From Dan Farber, at LEGAL PLANET
- Jacobson WWS literature index
- Climate Communication Hassol, Somerville, Melillo, and Hussin site communicating climate to the public
- All Models Are Wrong Dr Tamsin Edwards blog about uncertainty in science, and climate science
- Wally Broecker on climate realism
- Simple models of climate change
- Climate impacts on retail and supply chains
- weather blocking patterns
- “The discovery of global warming'' (American Institute of Physics)
- Ray Pierrehumbert's site related to "Principles of Planetary Climate" THE book on climate science
- Eli on the spectroscopic basis of atmospheric radiation physical chemistry
- Simple box models and climate forcing IMO one of Tamino’s best posts illustrating climate forcing using simple box models
Archives
Jan Galkowski
Category Archives: anomaly detection
Phase Plane plots of COVID-19 deaths with uncertainties
I. Introduction. It’s time to fulfill the promise made in “Phase plane plots of COVID-19 deaths“, a blog post from 2nd May 2020, and produce the same with uncertainty clouds about the functional trajectories(*). To begin, here are some assumptions … Continue reading
Posted in American Statistical Association, Andrew Harvey, anomaly detection, count data regression, COVID-19, dependent data, dlm package, Durbin and Koopman, dynamic linear models, epidemiology, filtering, forecasting, Kalman filter, LaTeX, model-free forecasting, Monte Carlo Statistical Methods, numerical algorithms, numerical linear algebra, population biology, population dynamics, prediction, R, R statistical programming language, regression, statistical learning, stochastic algorithms
Tagged prediction intervals
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Acceleration in rise of Global Mean Sea Level (Yi, Heki, Qian, from 2017)
Most impressive! This is Figure 2 of S. Yi, K. Heki, A. Qian, “Acceleration in the global mean sea level rise: 2005-2015”, 2017, Geophysical Research Letters: See also their data supplement. Of particular interest to me is their use of … Continue reading
Repeating Bullshit
Originally posted on Open Mind:
Question: How does a dumb claim go from just a dumb claim, to accepted canon by the climate change denialati? Answer: Repetition. Yes, keep repeating it. If it’s contradicted by evidence, ignore that or insult…
No, Senator Marco Rubio and Larry Kudlow, we know how much humans contribute to climate change, at least precisely enough for Congress and an administration
14th October 2018, quoting Senator Marco Rubio and White House economic advisor Larry Kudlow, the Washington Post reported they each claimed that the recent UN report was an `overestimate`: “I think they overestimate,” Kudlow said of the U.N. report, which … Continue reading
Posted in American Association for the Advancement of Science, American Meteorological Association, American Statistical Association, anomaly detection, anti-intellectualism, anti-science, being carbon dioxide, Berkeley Earth Surface Temperature project, bollocks, carbon dioxide, changepoint detection, children as political casualties, climate change, climate data, evidence, global warming, Humans have a lot to answer for, Hyper Anthropocene, Juliana v United States, leaving fossil fuels in the ground, physics, radiative forcing, science, science denier, tragedy of the horizon, UNFCCC, unreason
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Sea-level report cards, contingency upon model character, and ensemble methods
Done by the Virginia Institute of Marine Science, new sea-level report cards offer a look at current sea-level rise rates, and projections. What’s interesting to me is making the projections conditional upon the character of the model used to project. … Continue reading
Posted in adaptation, American Association for the Advancement of Science, American Meteorological Association, American Statistical Association, AMETSOC, anomaly detection, Bayesian model averaging, changepoint detection, climate disruption, climate economics, climate education, coastal communities, coasts, dynamical systems, ensemble methods, ensemble models, flooding, geophysics, global warming, Grant Foster, Hyper Anthropocene, ice sheet dynamics, icesheets, living shorelines, meteorological models, nonlinear systems, prediction, sea level rise, shorelines, Skeptical Science, spaghetti plots, temporal myopia, the right to be and act stupid, the right to know, the value of financial assets, tragedy of the horizon
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Less evidence for a global warming hiatus, and urging more use of Bayesian model averaging in climate science
(This post has been significantly updated midday 15th February 2018.) I’ve written about the supposed global warming hiatus of 2001-2014 before: “‘Overestimated global warming over the past 20 years’ (Fyfe, Gillett, Zwiers, 2013)”, 28 August 2013 “Warming Slowdown?”, Azimuth, Part … Continue reading
Posted in American Statistical Association, Andrew Parnell, anomaly detection, Anthropocene, Bayesian, Bayesian model averaging, Berkeley Earth Surface Temperature project, BEST, climate change, David Spiegelhalter, dependent data, Dublin, GISTEMP, global warming, Grant Foster, HadCRUT4, hiatus, Hyper Anthropocene, JAGS, Markov Chain Monte Carlo, Martyn Plummer, Mathematics and Climate Research Network, MCMC, model-free forecasting, Niamh Cahill, Significance, statistics, Stefan Rahmstorf, Tamino
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reality of natural gas prices: volatile, undependable, and contrary to social interest
Updated, 11th January 2018 There’s been a lot written about natural gas, New England, and supposed price spikes due to constraints on pipeline capacity. I’ve had my turn a couple of times here (and here), as a matter of fact … Continue reading
Posted in Amory Lovins, anomaly detection, Anthropocene, Bloomberg New Energy Finance, clean disruption, Cult of Carbon, decentralized electric power generation, distributed generation, electricity markets, evidence, explosive methane, financial series, fossil fuel infrastructure, fossil fuels, gas pipeline leaks, greenhouse gases, Hyper Anthropocene, investment in wind and solar energy, ISO-NE, leaving fossil fuels in the ground, local generation, local self reliance, natural gas, pipelines, public utility commissions, rate of return regulation, regulatory capture, reworking infrastructure, rights of the inhabitants of the Commonwealth, risk, stranded assets, supply chains, the stack of lies, the tragedy of our present civilization, Tony Seba, utility company death spiral, zero carbon
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Eli on “Tom [Karl]’s trick and experimental design“
A very fine post at Eli’s blog for students of statistics, meteorology, and climate (like myself) titled: Tom’s trick and experimental design Excerpt: This and the graph from Menne at the top shows that Karl’s trick is working. Although we … Continue reading
Posted in American Meteorological Association, American Statistical Association, AMETSOC, anomaly detection, climate, climate change, climate data, data science, evidence, experimental design, generalized linear mixed models, GISTEMP, GLMMs, global warming, model comparison, model-free forecasting, reblog, sampling, sampling networks
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How to Describe Numbers
Source: How to Describe Numbers from the Stats With Cats blog.
`Letter to Lamar Smith’
On Ed Hawkins’ blog. The Committee on Science, Space & Technology of the US House of Representatives conducts regular evidence hearings on various science topics. On Wednesday 29th March, there is a hearing on “Climate science: assumptions, policy implications, and … Continue reading
Posted in American Association for the Advancement of Science, American Meteorological Association, American Statistical Association, AMETSOC, anemic data, anomaly detection, Anthropocene, Ben Santer, Berkeley Earth Surface Temperature project, BEST, carbon dioxide, changepoint detection, climate, climate change, climate data, climate disruption, Climate Lab Book, climate zombies, dependent data, environment, fossil fuel divestment, geophysics, global warming, greenhouse gases, Humans have a lot to answer for, Hyper Anthropocene, leaving fossil fuels in the ground, meteorology, MIchael Mann, Our Children's Trust, physics, science, smoothing, statistical dependence, the right to be and act stupid, the right to know, the tragedy of our present civilization, the value of financial assets, time series
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Zeke Hausfather regarding Baselines and Buoys
Zeke Hausfather at And Then There’s Physics regarding Baselines and Buoys.
Posted in American Meteorological Association, American Statistical Association, AMETSOC, anomaly detection, Anthropocene, Berkeley Earth Surface Temperature project, BEST, climate, climate data, climate zombies, denial, geophysics, global warming, Hyper Anthropocene, NOAA, oceanography
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Gas leaks along the pathway of the newly built West Roxbury Lateral transmission line
(This blog post was updated 19th January 2017 with a correction to the interpretation of the leak data. The correction was offered by Professor Phillips. The blog author is responsible for the original misunderstanding. Apologies for any inconvenience.) The West … Continue reading
Posted in anomaly detection, Anthropocene, bridge to nowhere, corporate litigation on damage from fossil fuel emissions, energy utilities, environment, ethics, evidence, explosive methane, fossil fuel infrastructure, fossil fuels, gas pipeline leaks, greenhouse gases, Hyper Anthropocene, methane, Nathan Phillips, natural gas, networks, pipelines, public utility commissions, the right to be and act stupid, the tragedy of our present civilization, the value of financial assets, ``The tide is risin'/And so are we''
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What’s going on in the ocean off the Northeast United States
Hint: Climate change has somethin’ to do with it. Schematic diagram illustrating the component parts of the AMOC and the 26◦ N observing system. Black arrows represent the Ekman transport (predominantly northward). Red arrows illustrate the circulation of warm waters … Continue reading
Posted in American Association for the Advancement of Science, American Meteorological Association, AMETSOC, anomaly detection, Anthropocene, bifurcations, climate, climate change, climate disruption, coastal communities, critical slowing down, dynamical systems, ecology, environment, fluid dynamics, geophysics, global warming, Hyper Anthropocene, John Marshall, meteorology, oceanic eddies, oceanography, physics, regime shifts, science, Scripps Institution of Oceanography, sea level rise, the right to be and act stupid, the right to know, thermohaline circulation, WHOI, Woods Hole Oceanographic Institution
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“Predicting annual temperatures a year ahead” (Dr Gavin Schmidt at REALCLIMATE)
Dr Schmidt is essentially betting that the trend, seen as a random variable, will regress towards the smooth mean. I have a post at Nate Silver’s 538 site on how we can predict annual surface temperature anomalies based on El … Continue reading
Posted in American Meteorological Association, American Statistical Association, AMETSOC, anomaly detection, Anthropocene, changepoint detection, climate change, climate data, climate disruption, climate education, climate models, ecology, environment, forecasting, geophysics, global warming, Hyper Anthropocene, meteorology, oceanography, physics, regression toward the mean, science, statistics, time series
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Bastardi’s Bust
Famous climate denialist Joe Bastari of WeatherBELL Analytics LLC, formerly of Accuweather.com made a prediction on Arctic ice recovery back in 2010 (when at AccuWeather), and observations have since made his “studies” laughable. I have heard his colleague, Joseph D’Aleo … Continue reading
Posted in Accuweather, American Meteorological Association, anomaly detection, Anthropocene, Arctic, climate change, climate disruption, climate models, coasts, ecology, environment, evidence, global warming, Hyper Anthropocene, ice sheet dynamics, meteorology, NOAA, science denier, shorelines, statistics, Stefan Rahmstorf, the right to be and act stupid, the right to know, the stack of lies, the tragedy of our present civilization, time series
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`Hermine Unique among Storms’
Originally posted on Climate Denial Crock of the Week:
Hermine still developing. Predictions are for it to hold in place off the East Coast for several days, due to a blocking pattern known as a “Rex Block”. This and many…
Posted in American Association for the Advancement of Science, American Meteorological Association, anomaly detection, Anthropocene, bifurcations, changepoint detection, climate disruption, coastal communities, Dan Satterfield, ecology, environment, global warming, hurricanes, Hyper Anthropocene, meteorological models, meteorology, nor'easters, oceanic eddies, oceanography, physics, Principles of Planetary Climate, science, the right to be and act stupid, the tragedy of our present civilization, the value of financial assets, thermodynamics
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Can the City of Boston adapt to and help mitigate climate disruption?
(See the major update at the bottom of this post as well.) (On “Less Science and More Social Science” at And Then There’s Physics) And Then There’s Physics is one of my favorite blogs discussing climate disruption and related policy … Continue reading
Posted in adaptation, anomaly detection, Anthropocene, Bill Nye, Bloomberg New Energy Finance, BNEF, bollocks, Boston, bridge to somewhere, citizenship, civilization, clean disruption, climate business, climate change, climate disruption, climate economics, climate education, climate justice, Daniel Kahneman, destructive economic development, economics, engineering, environment, finance, floods, forecasting, Gaylord Nelson, global warming, Hermann Scheer, Hyper Anthropocene, insurance, investing, John Englander, Joseph Schumpeter, Kerry Emanuel, MA, Massachusetts, meteorology, Minsky moment, nor'easters, organizational failures, politics, risk, sea level rise, sociology, statistics, supply chains, sustainability, the right to be and act stupid, the right to know, the tragedy of our present civilization, the value of financial assets
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A model of an electrical grid: A vision
Many people seem to view the electrical grid of the future being much like the present one. I think a lot about networks, because of my job. And I especially think a lot about network topologies, although primarily concerning the … Continue reading
Posted in abstraction, American Meteorological Association, anomaly detection, Anthropocene, Bloomberg New Energy Finance, BNEF, Boston, bridge to somewhere, Buckminster Fuller, Canettes Blues Band, clean disruption, climate business, climate economics, complex systems, corporate supply chains, decentralized electric power generation, decentralized energy, demand-side solutions, differential equations, distributed generation, efficiency, EIA, electricity, electricity markets, energy, energy reduction, energy storage, energy utilities, engineering, extended supply chains, green tech, grid defection, Hermann Scheer, Hyper Anthropocene, investment in wind and solar energy, ISO-NE, Kalman filter, kriging, Lawrence Berkeley National Laboratory, leaving fossil fuels in the ground, Lenny Smith, local generation, marginal energy sources, Massachusetts Clean Energy Center, Mathematics and Climate Research Network, mesh models, meteorology, microgrids, networks, New England, New York State, open data, organizational failures, pipelines, planning, prediction markets, public utility commissions, PUCs, rate of return regulation, rationality, reason, reasonableness, regime shifts, regulatory capture, resiliency, risk, Sankey diagram, smart data, solar domination, solar energy, solar power, Spaceship Earth, spatial statistics, state-space models, statistical dependence, statistics, stochastic algorithms, stochastics, stranded assets, supply chains, sustainability, the energy of the people, the green century, the value of financial assets, thermodynamics, time series, Tony Seba, utility company death spiral, wave equations, wind energy, wind power, zero carbon
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Bayesian blocks via PELT in R
Notice of Update I have made some changes to the Bayesian Blocks code linked from here, on 24th November 2021. Also I note the coming and going of a “BayesianBlocks” package on CRAN which contained an optinterval function also based upon … Continue reading
Posted in American Statistical Association, AMETSOC, anomaly detection, astrophysics, Cauchy distribution, changepoint detection, engineering, geophysics, multivariate statistics, numerical analysis, numerical software, numerics, oceanography, population biology, population dynamics, Python 3, quantitative biology, quantitative ecology, R, Scargle, spatial statistics, square wave approximation, statistics, stepwise approximation, time series, Woods Hole Oceanographic Institution
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ecoquant
667 per centimeter : climate science, quantitative biology, statistics, and energy policy 