Day: July 7, 2021💾

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Survivorship bias – Wikipedia

Survivorship bias – Wikipedia

Survivorship bias or survival bias is the logical error of concentrating on the people or things that made it past some selection process and overlooking those that did not, typically because of their lack of visibility. This can lead to some false conclusions in several different ways. It is a form of selection bias.

Survivorship bias can lead to overly optimistic beliefs because failures are ignored, such as when companies that no longer exist are excluded from analyses of financial performance. It can also lead to the false belief that the successes in a group have some special property, rather than just coincidence (correlation "proves" causality). For example, if three of the five students with the best college grades went to the same high school, that can lead one to believe that the high school must offer an excellent education when, in fact, it may be just a much larger school instead. This can be better understood by looking at the grades of all the other students from that high school, not just the ones who made the top-five selection process.

Another example of a distinct mode of survivorship bias would be thinking that an incident was not as dangerous as it was because everyone communicated with afterwards survived. Even if one knew that some people are dead, they would not have their voice to add to the conversation, leading to bias in the conversation.

Nostalgia is grounded in survivorship bias. Things weren't better back then, despite what you might think. Just the bad things from bad then didn't stick around.

USDA announces changes to cover crop harvest rules | Agweek

USDA announces changes to cover crop harvest rules | Agweek

WASHINGTON — Agricultural producers with crop insurance can hay, graze or chop cover crops for silage, haylage or baleage at any time and still receive 100% of the prevented planting payment, the U.S. Department of Agriculture announced on Tuesday, July 6.

Previously, cover crops could only be hayed, grazed or chopped after Nov. 1; if they were used earlier the prevented planting payment was reduced by 65%.

The U.S. Department of Agriculture’s Risk Management Agency added this flexibility as part of a broader effort to encourage producers to use cover crops, an important conservation and good farming practice. Cover crops are especially important on fields prevented from planting as they help reduce soil erosion and boost soil health.

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Been investigating capacity factors for solar farms in New York. The math isn’t hard, as you just have to get production data from the Electricity data browser, divided by the number of hours in a month, and then by the nameplate capacity of the power plant.
 
For example, for DG Bethlehem Solar West at Selkirk Railyard is a 1,000 kW nameplate industrial solar facility, but in reality the output is far below nameplate as there is night time, clouds, and snow. This facility has a capacity factor of 18.7% or about 187 kW average output. But the capacity factor rises to closer to 30% during the June and July but falls to around 8% in December and January.
 
A comparison could be made to PSEG Bethlehem Energy Center, a natural gas plant with a nameplate capacity of 893,100 kW nameplate with a capacity factor of 69.2% or an average output of 580,731 kW. This could be higher, but it’s a mid-market plant so they shut it down or run it at reduced output during times of low-energy demand.
 
To generate as much electricity PSEG Bethlehem Energy Center over the April 2016 – December 2019 time period, it would have taken 3,100 industrial solar facilities the size of DG Bethlehem Solar West.
Map: Huckleberry Point Trail