We have a crisis in 𝗼𝗳𝗳𝗶𝗰𝗶𝗮𝗹𝗹𝘆 𝗿𝗲𝗽𝗼𝗿𝘁𝗲𝗱 emissions data...

The core problem is that many developing countries do not have the capacity or incentive to report regular & accurate data.

washingtonpost.com/climate-enviro…

1/
This is an impressive job done by the Washington post. I would not have thought of using the UNFCCC data, but it was a great idea...

@chriscmooney, @eilperin, @desmondbutler, @JohnMuyskens, @anu_narayan, @NaemaAhmed

Method here:
washingtonpost.com/climate-enviro…

2/
The UNFCCC data in developed countries is pretty good, & perhaps even the gold standard. But we still need independent checks.

I would not even think of using UNFCCC data for developing countries, as it is incomplete, & buried deep within pdfs. Manual data entry required.

3/
The distinction between Annex I & non-Annex I for reporting was largely political, & may be a reason that non-Annex I reports so poorly (justify politics).

This is meant to change after the Paris Agreement, with all countries reporting (from 2024).

sciencedirect.com/science/articl…

4/
For Iraq, a war-torn country, there is one official estimate. Other datasets estimate annual emissions (using IEA, FAO, etc).

The Washington Post developed a method to match reported emissions (green dots) with independent inventories (black) to get a new estimates (green).

5/
The fact that Iraq has a very low official estimate that is very early in time means that when combined with official estimates, the gap is rather large by 2019.

Without more data it is very hard to verify the gap in 2019. What would an official estimate look like in 2019?

6/
China is not as bad, but we don't have sufficiently detailed emission inventories from China to understand what causes the differences. But, since China is 30% of global emissions, a small difference in China is a big difference at aggregate.

7/
We have done lots of work on fossil CO₂ emissions.

Here @robbie_andrew compared datasets, though not the non-Annex I data (though, he uses elements for cement). essd.copernicus.org/articles/12/14…

8/
There is lots more work to do on LUC and non-CO₂ greenhouse gases.

We have done quite some work in the EU via @V_ERIFY_H2020:
essd.copernicus.org/articles/13/23…
essd.copernicus.org/articles/13/23…
essd.copernicus.org/articles/13/23…

9/
We are starting to do work on GHG emissions, but we have a long way to go. We have very little capacity & basically no funding for this work. This work should be updated annually, improved yearly, like we do in @gcarbonproject for CO₂ emissions.

essd.copernicus.org/preprints/essd…
10/
There are projects working on this like @V_ERIFY_H2020, @che_project, @CoCO2_project, but for many of these the goal is to use observational data products (important).

But, there is so much to do just working with energy, land, & emissions data. Boring & tedious desk work!

/11

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More from @Peters_Glen

5 Nov
You may have heard that after revisions to land-use change emissions, total global CO₂ emissions are approximately flat over the last decade (black line).

But, how much do we revise carbon budget components each year?

Let's have a look...

1/
Fossil CO₂ emissions are revised each year, particularly the last decades. We update data & improve methods. Chinese data has had major revisions & cement was completely revised in 2018, plus lots of smaller improvements.

More details: zenodo.org/record/5569235

2/
Land-use change (LUC) emissions are much more uncertain:
* 2014-2015: one bookkeeping model used
* 2016-2019: two bookkeeping models used
* 2020-2021: three bookkeeping models used
* 2021: major update of land-use forcing (change) datasets

Uncertainty remains high! Beware!

3/
Read 10 tweets
4 Nov
GLOBAL CARBON BUDGET 2021 🧵

After dropping 5.4% in 2020, global fossil CO₂ emissions are expected to increase 4.9% [4.1-5.7%] in 2021, finishing just 0.8% below 2019 emission levels.

globalcarbonproject.org/carbonbudget/i…

1/
Coal & gas are now back above their pre-pandemic (2019) levels, while oil remains suppressed.

Assuming oil returns to 2019 levels in the next year or two, a drop in coal use is required to avoid further emissions growth.

2/
China grew in 2020 & especially 2021, now with solid growth since 2016.

Other major countries had a rebound which puts them back on their decade trends.

The recovery is also uneven across smaller countries (all others).

3/
Read 12 tweets
2 Nov
"Everyone wants to keep the dream of 1.5°C alive. In every practical sense you are kidding yourself if you think that we are remotely heading towards 1.5°C"

So why the optimism? #COP26

businessgreen.com/feature/403897…

1/
The world has made progress from where we were 10 years ago (2010), but on the “current policy scenario” emissions will continue to rise.

According to UNEP EGR, emissions will remain flattish to 2030, if governments implement the necessary policies.

unep.org/resources/emis…

2/
The UNFCCC Synthesis Report says NDCs will lead to a 5% rise in emissions from 2019 to 2030. This is 16% above 2010 levels, as opposed to ~50% below as required for <1.5C.
unfccc.int/news/updated-n…

3/
Read 7 tweets
14 Oct
THREAD🧵

Is it time to move beyond net zero emissions & start discussing net negative emissions?

Why? To allow developing countries to reach net zero later (fairness) & help them escape poverty while still limiting warming to 1.5°C.

@aniruddh_mohan sciencedirect.com/science/articl…

1/
The carbon budget for 1.5°C is depleting rapidly, with a large share used by today’s developed countries.

Even if developed countries mitigate fast, the carbon space remaining for developing countries is minuscule.

(also see cicero.oslo.no/no/posts/cicer…)

2/
If global CO₂ emissions stay at net zero, either:
* All countries need to be net zero ~2050, or
* Rich countries have net negative emissions post-2050, allowing developing countries to emit longer post-2050.

3/
Read 12 tweets
13 Oct
Did you know that 30% of cumulative CO₂ emissions are from land-use change?

If the starting point is 1750 or earlier, this share just goes up.

essd.copernicus.org/articles/12/32…

1/ Image
Another factoid. Half of global CO₂ emissions in 1950 were from land-use change. That is not so long ago!

The declining share of land-use change in the total is not because the world ended deforestation, but coal, oil, & gas grew.

2/ Image
CO₂ emissions from land-use change are incredibly uncertain. Uncertainty is 50% or more.

There are also definition issues in what is defined as anthropogenic (what is a carbon sink?).

3/ Image
Read 5 tweets
8 Oct
"Instead of leaving such work to volunteers, global institutions should marshal the funding & expertise to collect crucial data, & mandate their publication"

💯agree with @_HannahRitchie. No one wants to fund the giant who's shoulders we stand on.

1/

nature.com/articles/d4158…
The approach to science is to fund big models, expensive observations, etc. All this is needed, but somehow science seems to have forgotten the importance careful curation & maintenance of data.
2/
Science is full of projects that improve models, do model comparisons, process some satellite data, etc, & if you are lucky there might be a task that scrapes together some data to feed the models.
3/
Read 10 tweets

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