
Distributed Solar: The Democratizaton of Energy

Blogroll
- Why It’s So Freaking Hard To Make A Good COVID-19 Model Five Thirty Eight’s take on why pandemic modeling is so difficult
- American Statistical Association
- Gavin Simpson
- American Association for the Advancement of Science (AAAS)
- Ted Dunning
- 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
- Flettner Rotor Bruce Yeany introduces the Flettner Rotor and related science
- The Alliance for Securing Democracy dashboard
- Dollars per BBL: Energy in Transition
- Dominic Cummings blog Chief advisor to the PM, United Kingdom
- Rasmus Bååth's Research Blog Bayesian statistics and data analysis
- Giant vertical monopolies for energy have stopped making sense
- WEAPONS OF MATH DESTRUCTION Cathy O’Neil’s WEAPONS OF MATH DESTRUCTION,
- 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
- distributed solar and matching location to need
- BioPython A collection of Python tools for quantitative Biology
- Charlie Kufs' "Stats With Cats" blog “You took Statistics 101. Now what?”
- Team Andrew Weinberg Walking September 8th for the Jimmy Fund!
- 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.
- The Mermaid's Tale A conversation about biological complexity and evolution, and the societal aspects of science
- 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
- Harvard's Project Implicit
- Musings on Quantitative Paleoecology Quantitative methods and palaeoenvironments.
- NCAR AtmosNews
- Prediction vs Forecasting: Knaub “Unfortunately, ‘prediction,’ such as used in model-based survey estimation, is a term that is often subsumed under the term ‘forecasting,’ but here we show why it is important not to confuse these two terms.”
- Awkward Botany
- Dr James Spall's SPSA
- Woods Hole Oceanographic Institution (WHOI)
- AP Statistics: Sampling, by Michael Porinchak Twin City Schools
- Ives and Dakos techniques for regime changes in series
- "Perpetual Ocean" from NASA GSFC
- Subsidies for wind and solar versus subsidies for fossil fuels
- Earle Wilson
- Professor David Draper
- Gabriel's staircase
- Thaddeus Stevens quotes As I get older, I admire this guy more and more
- WEAPONS OF MATH DESTRUCTION, reviews Reviews of Cathy O’Neil’s new book
- Quotes by Nikola Tesla Quotes by Nikola Tesla, including some of others he greatly liked.
- ggplot2 and ggfortify Plotting State Space Time Series with ggplot2 and ggfortify
- Comprehensive Guide to Bayes Rule
- Peter Congdon's Bayesian statistical modeling Peter Congdon’s collection of links pertaining to his several books on Bayesian modeling
- Number Cruncher Politics
- The Keeling Curve: its history History of the Keeling Curve and Charles David Keeling
- What If
- Los Alamos Center for Bayesian Methods
- 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/
- "The Expert"
- Healthy Home Healthy Planet
- Leadership lessons from Lao Tzu
- 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.
climate change
- Non-linear feedbacks in climate (discussion of Bloch-Johnson, Pierrehumbert, Abbot paper) Discussion of http://onlinelibrary.wiley.com/wol1/doi/10.1002/2015GL064240/abstract
- Équiterre Equiterre helps build a social movement by encouraging individuals, organizations and governments to make ecological and equitable choices, in a spirit of solidarity.
- Climate Change: A health emergency … New England Journal of Medicine Caren G. Solomon, M.D., M.P.H., and Regina C. LaRocque, M.D., M.P.H., January 17, 2019 N Engl J Med 2019; 380:209-211 DOI: 10.1056/NEJMp1817067
- Updating the Climate Science: What path is the real world following? From Professors Makiko Sato & James Hansen of Columbia University
- "Climate science is setttled enough"
- The HUMAN-caused greenhouse effect, in under 5 minutes, by Bill Nye
- "When Did Global Warming Stop" Doc Snow’s treatment of the denier claim that there’s been no warming for the most recent N years. (See http://hubpages.com/@doc-snow for more on him.)
- Simple models of climate change
- Solar Gardens Community Power
- The net average effect of a warming climate is increased aridity (Professor Steven Sherwood)
- SOLAR PRODUCTION at Westwood Statistical Studios Generation charts for our home in Westwood, MA
- Tamino's Open Mind Open Mind: A statistical look at climate, its science, and at science denial
- 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
- The great Michael Osborne's latest opinions Michael Osborne is a genius operative and champion of solar energy. I have learned never to disregard ANYTHING he says. He is mentor of Karl Ragabo, and the genius instigator of the Texas renewable energy miracle.
- Documenting the Climate Deniarati at work
- Jacobson WWS literature index
- Bloomberg interactive graph on “What's warming the world''
- 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
- Ellenbogen: There is no Such Thing as Wind Turbine Syndrome
- Sea Change Boston
- Agendaists Eli Rabett’s coining of a phrase
- Warming slowdown discussion
- Mrooijer's Global Temperature Explorer
- James Powell on sampling the climate consensus
- The Carbon Cycle The Carbon Cycle, monitored by The Carbon Project
- Tuft's Professor Kenneth Lang on the physical chemistry of the Greenhouse Effect
- Professor Robert Strom's compendium of resources on climate change Truly excellent
- Social Cost of Carbon
- Ray Pierrehumbert's site related to "Principles of Planetary Climate" THE book on climate science
- Isaac Held's blog In the spirit of Ray Pierrehumbert’s “big ideas come from small models” in his textbook, PRINCIPLES OF PLANETARY CLIMATE, Dr Held presents quantitative essays regarding one feature or another of the Earth’s climate and weather system.
- World Weather Attribution
- Eli on the spectroscopic basis of atmospheric radiation physical chemistry
- The Green Plate Effect Eli Rabett’s “The Green Plate Effect”
- The Scientific Case for Modern Human-caused Global Warming
- Ice and Snow
- The Sunlight Economy
- Exxon-Mobil statement on UNFCCC COP21
- Climate at a glance Current state of the climate, from NOAA
- "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.
- `Who to believe on climate change': Simple checks By Bart Verheggen
- Climate impacts on retail and supply chains
- RealClimate
- 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.
- Wally Broecker on climate realism
- Rabett Run Incisive analysis of climate science versus deliberate distraction
- Earth System Models
- 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.
- Reanalyses.org
- “The Irrelevance of Saturation: Why Carbon Dioxide Matters'' (Bart Levenson)
- Ricky Rood's “What would happen to climate if we (suddenly) stopped emitting GHGs today?
Archives
Jan Galkowski
Category Archives: open source scientific software
Reanalysis of business visits from deployments of a mobile phone app
Updated, 20th October 2020 This reports a reanalysis of data from the deployment of a mobile phone app, as reported in: M. Yauck, L.-P. Rivest, G. Rothman, “Capture-recapture methods for data on the activation of applications on mobile phones“, Journal … Continue reading
Posted in Bayesian computational methods, biology, capture-mark-recapture, capture-recapture, Christian Robert, count data regression, cumulants, diffusion, diffusion processes, Ecological Society of America, ecology, epidemiology, experimental science, field research, Gibbs Sampling, Internet measurement, Jean-Michel Marin, linear regression, mark-recapture, mathematics, maximum likelihood, Monte Carlo Statistical Methods, multilist methods, multivariate statistics, non-mechanistic modeling, non-parametric statistics, numerics, open source scientific software, Pierre-Simon Laplace, population biology, population dynamics, quantitative biology, quantitative ecology, R, R statistical programming language, sampling, sampling algorithms, segmented package in R, statistical ecology, statistical models, statistical regression, statistical series, statistics, stepwise approximation, stochastic algorithms, surveys, V. M. R. Muggeo
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climate model democracy
“One of the most interesting things about the MIP ensembles is that the mean of all the models generally has higher skill than any individual model.” We hold these truths to be self-evident, that all models are created equal, that … Continue reading
Posted in American Association for the Advancement of Science, American Meteorological Association, American Statistical Association, AMETSOC, Anthropocene, attribution, Bayesian model averaging, Bloomberg, citizen science, climate, climate business, climate change, climate data, climate disruption, climate education, climate justice, Climate Lab Book, climate models, coastal communities, coastal investment risks, complex systems, differential equations, disruption, dynamic linear models, dynamical systems, ecology, emergent organization, ensemble methods, ensemble models, ensembles, Eric Rignot, evidence, fear uncertainty and doubt, FEMA, forecasting, free flow of labor, global warming, greenhouse gases, greenwashing, Humans have a lot to answer for, Hyper Anthropocene, Jennifer Francis, Joe Romm, Kevin Anderson, Lévy flights, LBNL, leaving fossil fuels in the ground, liberal climate deniers, mathematics, mathematics education, model-free forecasting, multivariate adaptive regression splines, National Center for Atmospheric Research, obfuscating data, oceanography, open source scientific software, optimization, perceptrons, philosophy of science, phytoplankton
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Is the answer to the democratization of Science doing more Citizen Science?
I have been following, with keen interest, the post and comment thread pertaining to “Democratising science” at the blog I monitor daily, … and Then There’s Physics. I think the core subject being discussed is a little different from my … Continue reading
Posted in American Association for the Advancement of Science, American Meteorological Association, American Statistical Association, AMETSOC, astronomy, astrophysics, biology, citizen data, citizen science, citizenship, data science, ecology, education, environment, evidence, life purpose, local self reliance, marine biology, mathematics, mathematics education, maths, moral leadership, new forms of scientific peer review, open source scientific software, science, science education, statistics, the green century, the right to know
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Ductless Minisplits in Blizzard, 2017-02-09
(Updated, 5th December 2020) We heat and cool our home with Fujitsu `ductless minisplit` air source heat pumps. But this is New England, and it’s winter. A common question is how do they do under winter conditions? Well, today we … Continue reading
Posted in American Association for the Advancement of Science, American Meteorological Association, American Statistical Association, AMETSOC, Anthropocene, atmosphere, attribution, being carbon dioxide, carbon dioxide, CleanTechnica, climate, climate change, climate disruption, demand-side solutions, efficiency, global warming, Hyper Anthropocene, marginal energy sources, Massachusetts Clean Energy Center, meteorological models, meteorology, National Center for Atmospheric Research, NCAR, New England, NOAA, nor'easters, oceanic eddies, oceanography, open data, open source scientific software, risk, the right to know, water vapor
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The Azimuth Climate Data Backup Project, in association with ClimateMirror
(Updated the afternoon of 31st May 2017.) The Azimuth Climate Data Backup Project, operating in association with ClimateMirror, is being funded via the Kickstarter available at this link. Give what you can. Thanks! See our goal statement. This is all … Continue reading
Posted in American Association for the Advancement of Science, citizen science, civilization, climate, climate change, climate data, climate disruption, climate education, climate justice, Climate Lab Book, cynicism, denial, Donald Trump, education, EIA, ethics, evidence, fear uncertainty and doubt, forecasting, fossil fuels, Global Carbon Project, global warming, greenhouse gases, Hyper Anthropocene, leaving fossil fuels in the ground, NASA, NOAA, open data, open source scientific software, rationality, reason, reasonableness, risk, science, science denier, science education, smart data, statistics, the right to know, the tragedy of our present civilization, UU, ``The tide is risin'/And so are we''
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Repaired R code for Markov spatial simulation of hurricane tracks from historical trajectories
(Slight update, 28th June 2020.) I’m currently studying random walk and diffusion processes and their connections with random fields. I’m interested in this because at the core of dynamic linear models, Kalman filters, and state-space methods there is a random … Continue reading
Posted in American Meteorological Association, American Statistical Association, AMETSOC, Arthur Charpentier, atmosphere, diffusion, diffusion processes, dynamic linear models, dynamical systems, environment, geophysics, hurricanes, Kalman filter, Kerry Emanuel, Lévy flights, Lorenz, Markov chain random fields, mathematics, mathematics education, maths, MCMC, mesh models, meteorological models, meteorology, model-free forecasting, Monte Carlo Statistical Methods, numerical analysis, numerical software, oceanography, open data, open source scientific software, physics, random walk processes, random walks, science, spatial statistics, state-space models, statistical dependence, statistics, stochastic algorithms, stochastics, time series
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data.table
R provides a helpful data structure called the “data frame” that gives the user an intuitive way to organize, view, and access data. Many of the functions that you would us… Source: Intro to The data.table Package
“Allocating a 2° C cumulative carbon budget to countries”: Gignac and Matthews
Abstract Recent estimates of the global carbon budget, or allowable cumulative CO2 emissions consistent with a given level of climate warming, have the potential to inform climate mitigation policy discussions aimed at maintaining global temperatures below 2° C. This raises … Continue reading
Posted in adaptation, Anthropocene, Boston Ethical Society, bridge to nowhere, carbon dioxide, Carbon Tax, chance, chemistry, citizen science, citizenship, civilization, clean disruption, climate, climate change, climate disruption, climate education, climate justice, compassion, conservation, consumption, decentralized energy, demand-side solutions, destructive economic development, ecology, education, energy, energy reduction, environment, ethics, forecasting, fossil fuel divestment, fossil fuels, geophysics, global warming, humanism, Hyper Anthropocene, ignorance, investment in wind and solar energy, IPCC, meteorology, mitigation, open source scientific software, physical materialism, physics, population biology, prediction, rationality, reasonableness, risk, science, science education, scientific publishing, sociology, solar power, sustainability, temporal myopia, the right to know, time series, UNFCCC, UU Humanists, wind power
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Comprehensive and compact tutorial on Petris’ DLM package in R; with an update about Helske’s KFAS
A blogger named Lalas produced on Quantitative Thoughts a very comprehensive and compact tutorial on the R package dlm by Petris. I use dlm a lot. Unfortunately, Lalas does not give details on how the SVD is used. They do … Continue reading
Posted in Bayes, Bayesian, dynamic linear models, dynamical systems, forecasting, Kalman filter, mathematics, maths, multivariate statistics, numerical software, open source scientific software, prediction, R, Rauch-Tung-Striebel, state-space models, statistics, stochastic algorithms, SVD, time series
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Thank You
And thanks, Tamino!
Posted in astrophysics, citizen science, climate change, climate data, climate disruption, climate education, climate models, differential equations, dynamical systems, ecology, ensembles, forecasting, games of chance, geophysics, global warming, hiatus, Hyper Anthropocene, IPCC, mathematics, mathematics education, maths, meteorology, model comparison, new forms of scientific peer review, open data, open source scientific software, physics, probabilistic programming, probability, rationality, reasonableness, reproducible research, risk, science, science education, spatial statistics, statistics, Tamino, the right to know, time series, transparency
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Professor James Hansen responds and explains:
The recent paper by Hansen, Soto, and others has caused a stir, as I suspect it was intended to do so. I posted about this paper earlier. Now Professor Hansen has responded to the critics of his team’s work and … Continue reading
Posted in Anthropocene, arXiv, astrophysics, bifurcations, biology, bridge to nowhere, carbon dioxide, Carbon Tax, citizenship, civilization, clean disruption, climate, climate change, climate disruption, climate models, COP21, denial, disingenuity, dynamical systems, ecology, education, environment, ethics, forecasting, fossil fuel divestment, fossil fuels, geophysics, global warming, investment in wind and solar energy, IPCC, James Hansen, maths, meteorology, NASA, NCAR, new forms of scientific peer review, NOAA, oceanography, open source scientific software, physics, Principles of Planetary Climate, probability, rationality, reasonableness, science, science education, sea level rise, temporal myopia, the right to know, time series, WAIS, zero carbon
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On the Climate Club
But if the other advanced nations had a stick — a tariff of 4 percent on the imports from countries not in the “climate club” — the cost-benefit calculation for the United States would flip. Not participating in the club … Continue reading
Posted in citizenship, civilization, climate, climate change, climate disruption, climate education, ecology, economics, education, environment, ethics, geophysics, global warming, humanism, investing, investment in wind and solar energy, IPCC, mathematics, mathematics education, maths, meteorology, NASA, NCAR, NOAA, open data, open source scientific software, politics, rationality, reasonableness, risk, science, science education, sociology, state-space models, statistics, stochastic search, stochastics, sustainability, temporal myopia, time series, transparency, Unitarian Universalism, UU Humanists, wind power, zero carbon
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The CWSLab workflow tool: an experiment in community code development
Posted in climate, climate education, climate models, computation, differential equations, dynamical systems, environment, forecasting, geophysics, global warming, IPCC, mathematics, mathematics education, maths, meteorology, model comparison, NCAR, oceanography, open source scientific software, physics, Principles of Planetary Climate, Python 3, rationality, reasonableness, science, science education, state-space models, statistics, time series, transparency
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“el Niño and the Non-Spherical Cow”
With the emergence of an el Niño, this post by Tamino about ENSO from 2013 is good to review, as an antidote to the rubbish that will be and is coming from the shills paid by the fossil fuel obfuscation … Continue reading
Posted in Anthropocene, bridge to nowhere, carbon dioxide, Carbon Tax, civilization, clean disruption, climate, climate change, climate disruption, climate education, ecology, economics, ENSO, ethics, forecasting, global warming, meteorology, NCAR, NOAA, oceanography, open data, open source scientific software, physics, politics, rationality, Ray Pierrehumbert, reasonableness, reproducible research, risk, science, science education, sea level rise, statistics, stochastics, temporal myopia, time series, transparency
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Earth Day, my hope
Posted in carbon dioxide, Carl Sagan, Charles Darwin, citizen science, citizenship, civilization, clean disruption, climate, climate change, climate education, compassion, conservation, Darwin Day, demand-side solutions, ecology, economics, education, efficiency, energy reduction, environment, ethics, forecasting, fossil fuel divestment, geophysics, history, humanism, investing, investment in wind and solar energy, IPCC, mathematics, maths, meteorology, NCAR, NOAA, oceanography, open data, open source scientific software, physics, politics, population biology, Principles of Planetary Climate, privacy, probit regression, R, rationality, Ray Pierrehumbert, reasonableness, reproducible research, risk, science, science education, scientific publishing, Scripps Institution of Oceanography, sociology, the right to know, Unitarian Universalism, UU Humanists, WHOI, wind power
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Dynamic Linear Models package, dlmodeler
I’m checking out the dlmodeler package in R for a work project. It is accompanied by textbooks, G. Petris, S. Petrone, P. Campagnoli, Dynamic Linear Models with R, Springer, 2009 and J. Durbin, S. J. Koopman, Time Series Analysis by … Continue reading
Bulletin of the Atomic Scientists, online Nuclear Notebook
In the days before having just (!) climate change with which to concern ourselves, the threat of nuclear weapons loomed large. Although the threat is not extinguished by any means, it is diminished. For example, the United States and Russia … Continue reading
The designers of our climate
The blog … And Then There’s Physics wades deeply into the recent Monckton-Soon-Legates-Briggs paper. And, they conclude, what it is saying is that, conditional upon no feedbacks, equilibrium climate sensitivity (“ECS”) needs to be small. Except that they don’t say … Continue reading
Posted in astrophysics, bridge to nowhere, carbon dioxide, carbon dioxide capture, carbon dioxide sequestration, Carbon Tax, Carl Sagan, citizenship, civilization, climate, climate change, climate education, differential equations, ecology, economics, engineering, environment, ethics, forecasting, fossil fuel divestment, geoengineering, geophysics, humanism, IPCC, mathematics, mathematics education, maths, meteorology, methane, NASA, NCAR, Neill deGrasse Tyson, NOAA, oceanography, open data, open source scientific software, physics, politics, population biology, Principles of Planetary Climate, probabilistic programming, R, rationality, reasonableness, reproducible research, risk, science, science education, scientific publishing, sociology, solar power, statistics, testing, the right to know
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Codium fragile, for Saturday, 17th January 2015
With today’s post, I’m beginning a new tradition at 667 per cm, posting a potpourri of short observations collected during the week, not necessarily having dense citations to work which inspired them. (Although if interested, please do ask and I’ll … Continue reading
Posted in art, arXiv, astronomy, astrophysics, atheism, carbon dioxide, carbon dioxide capture, Carbon Tax, Carl Sagan, chemistry, citizen science, citizenship, civilization, climate, climate change, climate education, conservation, consumption, decentralized electric power generation, demand-side solutions, ecology, economics, energy, engineering, environment, forecasting, fossil fuel divestment, geoengineering, history, humanism, investment in wind and solar energy, IPCC, meteorology, methane, microgrids, NASA, Neill deGrasse Tyson, new forms of scientific peer review, NOAA, notes, nuclear power, oceanography, open data, open source scientific software, physics, politics, Principles of Planetary Climate, rationality, reasonableness, reproducible research, science, science education, scientific publishing, sociology, the right to know
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