Bad Estimates

May 3, 2021 at 10:55 am

People are bad at esti­mat­ing. We over­sim­pli­fy to get faster answers. We aver­age out com­plex­i­ties because they can’t fit neat­ly into our model. Unresolved prob­lems are uncom­fort­able. It’s incon­ve­nient to wait for data so we quick­ly move things along. We cre­ate starter solu­tions. We label things work in progress. We pro­pose tem­po­rary solu­tions and acknowl­edge that things will change over time as we col­lect more infor­ma­tion. We say we’ll get bet­ter as we go along.

Then, iner­tia takes over. The first takes become the stan­dard. The imper­fect model morphs into guide­lines and “the way it’s always been done.” Systems are built around the orig­i­nal find­ings. When the rest of the data comes in, when base assump­tions are proven as flaws, when extra exter­nal fac­tors are includ­ed — it’s no longer seen as a progress of knowl­edge, but as a chal­lenge to convention.

Here are two such chal­lenges I found this week­end. Carbon off­set cred­its for pre­serv­ing for­est land are com­ing up short on the amount of car­bon diox­ide they actu­al­ly sequester. The real estate mar­ket in the United States is not prop­er­ly account­ing for flood zones.

That’s because the state was using aver­ages to esti­mate how much CO2 each par­cel of for­est could hold. In real­i­ty, some pieces of for­est can store more than oth­ers based on what kinds of trees are there and how dense the for­est is. Forest man­agers also “gamed the sys­tem” by sell­ing cred­its from parcels that inflat­ed how much car­bon they stored, ProPublica and MIT Technology Review reported.

By Justine Calma at The Verge

Our find­ings indi­cate that hous­es in flood zones in the United States are cur­rent­ly over­val­ued by a total of $43.8 bil­lion (95% con­fi­dence inter­val: $32.6 to $55.6 bil­lion) based on the infor­ma­tion in pub­licly avail­able flood haz­ard maps alone, rais­ing con­cerns about the sta­bil­i­ty of real estate mar­kets as cli­mate risks become more salient and severe.

The effect of infor­ma­tion about cli­mate risk on prop­er­ty values

The Unsustainable Internet

December 1, 2020 at 2:00 pm

I’ve been try­ing to rec­on­cile the envi­ron­men­tal impact of work­ing on the com­put­er and Internet. Hosting this site means I should be accept­ing respon­si­bil­i­ty of the elec­tric­i­ty required to store, trans­mit, and work on it. Correct?

I’m not the only one com­ing to grips with this real­iza­tion. Mozilla recent­ly released a green­house gas base­line. They esti­mate that peo­ple using their brows­er in 2019 amounts to 785,474 met­ric tons of car­bon diox­ide equiv­a­lent (mtCO2e). That’s equal to the year­ly ener­gy use for 90,639 homes in the United States.

Pie chart of Mozilla's Emissions Distribution, 2% Business Operations versus 98% of Product Use
Mozilla’s Direct Business Operations vs. Product Impact

Apple has also made a bold promise to be total­ly car­bon neu­tral by 2030. That includes “the ener­gy used to power our cus­tomers’ devices.” They would not be count­ing the ener­gy my iMac is using right now since it is nine years old. The fine print states, “Apple assumes a three- or four-year peri­od for power use by first own­ers based on the prod­uct type. Product use sce­nar­ios are based on his­tor­i­cal cus­tomer use data for sim­i­lar products.”

Apple 2020 Environmental Progress Report, Historical and projected future emission bar chart

Closer to my orig­i­nal thought, Eric Bailey came along and asked, “So you wanna cre­ate an eco-friendly web­site.” His take includ­ed some good per­for­mance improve­ments for min­i­miz­ing impact but still came to the same con­clu­sion I’m run­ning into. Outside of delet­ing your web­site and not par­tic­i­pat­ing in ener­gy use, you’re going to need car­bon cred­its and offsets.

Luckily, there are some resources to help with this process.

  • The Website Carbon Calculator can show you a sober­ing esti­mate of your impact.
  • The Green Web Foundation can help find eco-friendly hosting.
  • There are tons of car­bon off­set com­pa­nies pop­ping up now. I haven’t done enough research to link any. That seems like the next step I need to take to jus­ti­fy this site stay­ing online.
Website Carbon Calculator, 1000 monthly pageviews equals one tree per year