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Here in the UK the Meteorological Office calculates the average climate over a three decade period to define what "normal" is.
For the average climate science denier in the street (and there are a lot of them on some streets), there is often little correlation between the vehemence of their denials and the so-called "facts" at their disposal.
Yet buildings – including net-zero energy buildings – are often designed using historical data representing the average climate between 1961 and 1990, or between 1976 and 2005 at best.
Each patch's climate changes linearly in a random direction and rate (with the restriction that the average climate in the patches changes unidirectionally), creating a web of crossing environments.
In order to illustrate the impact of climate change on electricity markets, we use a pedagogical tool, namely to postulate that the average climate in a future time period (2070 2099) materializes in a much earlier year (2030).
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Sixty years beyond that there would 50 percent less snowpack at the end of winter, according to the average-climate projection.
Consequently, Picea forests are already managed with the highest average climate services because of the high recycling rate of wood products for energy.
We based model projections into the future on predicted average climate data for the period 2070 2099 for the four Intergovernmental Panel on Climate Change climate change scenarios (A1 (A2FI), A2, B1 and B2) [49], which represent different assumptions regarding economic growth, technology, demographic changes and governance [1].
The predictive power of the model was first evaluated using the test dataset, comprised of the remaining 20% of the 1961 1990 long term average climate data (n = 1054).
The relevant comparison is not with the 2.5C response of one model, but with the average of climate models used by the UN's climate science panel in its upcoming major report, which is 1.8C.
We used a climate projection for 2070, which is the average of climate projections for 2061 2080, and data for representative concentration pathway 4.5, which was one of the projections with a moderate amount of increased concentration of greenhouse gases.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com