Raf Aertsโšก๏ธ Profile picture
Sep 20 โ€ข 22 tweets โ€ข 10 min read
Is living in a green environment good for your health?

Read my PhD thesis in a Twitter thread๐Ÿงต
โ€œ๐‘ฎ๐’“๐’†๐’†๐’ ๐’”๐’‘๐’‚๐’„๐’† ๐’‚๐’๐’… ๐’ƒ๐’Š๐’๐’…๐’Š๐’—๐’†๐’“๐’”๐’Š๐’•๐’š ๐’Š๐’ ๐’“๐’†๐’๐’‚๐’•๐’Š๐’๐’ ๐’•๐’ ๐’‰๐’†๐’‚๐’๐’•๐’‰โ€ ๐ŸŒณโš•๏ธ (in Belgium ๐Ÿ‡ง๐Ÿ‡ช)

#phdchat #ThesisThread [1/n]
Earlier research shows that green environments often have:
-less air pollution๐Ÿญ
-less traffic and noise ๐Ÿš”
-less heat๐Ÿ”ฅ
-more birds, flowers, butterfliesโ€ฆ ๐Ÿฆ๐ŸŒป๐Ÿฆ‹

and green areas may engage people to walk or interact.

All this may benefit health [2/n]
To measure how green an environment is, these earlier studies have often used "NDVI".

NDVI is an index derived from satellite images, that tells youโ€ฆ how โ€˜greenโ€™ an area is [3/n] Map of Brussels, the capital city and region of Belgium, sho
NDVI is easy to obtain for large areas and with sufficient detail (high resolution) ๐Ÿ‘

But a manicured football pitch ๐Ÿˆ and a forest ๐ŸŒณ may have the same level of greenness on NDVI maps
( ๐ŸŸข= ๐ŸŸข) [4/n]
But the species composition and structure of a football field (๐ŸŒฑ) and a forest (๐ŸŒณ) differ widely.

Therefore also the ecosystem services they provide (such as cooling the environment โ„๏ธ) differ, and importantly, also the potential human health benefits will differ! [5/n]
Therefore, I set out to find other sources of information to determine the amount and quality of green space near the place where people live ๐Ÿก๐Ÿง

and then I linked this information to indicators of human health ๐Ÿ‘ฉโ€โš•๏ธ[6/n]
First I used CORINE land cover data.

This map has information on the size and distribution of 32 land cover classes in Belgium such as forest, arable land, pastures, etc. [7/n] The CORINE Land Cover dataset contains a seamless polygonal
We then compared the amount of forest ๐ŸŒณin residential areas to sales of heart medication๐Ÿ’Ÿ.

We found that:
-less heart medication was sold in greener environments
-the socio-economic background was a stronger predictor of health [8/n] Using a structural equation model, we showed that green spac
The problem with the CORINE map is that the map is not very detailed.

Parks and woodlands smaller than 0.5km x 0.5 km (almost all green areas in cities!) are not classified as green but are โ€˜lostโ€™ in urban land cover.

โžก๏ธWe needed something more detailed ๐Ÿ”Ž [9/n]
Thus enters the Green Map.

This detailed map of Flanders tells you, for every square meter, whether it is high green (>3m) ๐ŸŸฉ, low green ๐ŸŸข, agriculture ๐ŸŸจ, or not green โฌœ๏ธ [10/n] The Green Map ("Groenkaart") is a high-resolution
We compared the amount of green near the house of tree pollen allergy patients with the levels of stress they experienced during the tree pollen season ๐Ÿคง

We found that:
-stress was lower when there was more green
-distress was higher when birch trees were present
[11/n] Even for tree pollen allergy patients, a green environment (
The problem with the Green Map is that it the map is only available for Flanders, and I was looking for patterns across Belgium.

Thus enters another map: the topographic map of Belgium ๐Ÿ—บ๏ธ [12/n] The Top10Vector dataset is the most detailed topographic vec
We compared the amount of different green space types to:

- sales of medication for asthma (for children) ๐Ÿšธ
- sales of medication for mood disorders such as depression and anxiety (for adults) ๐Ÿ’Š[13/n]
We found that there were fewer medication sales for mood disorders when there were more:

-forests ๐ŸŒณ
-low green areas ๐Ÿ€
-grasslands ๐ŸŒฑ
-gardens ๐Ÿก

or in short, a better mood where there was less built-up area [14/n] Adult mood disorder medication sales were lower when there w
But we also found that there were more medication sales for asthma when there were more:

-grasslands ๐ŸŒฑ
-gardens ๐Ÿก

(and we found no evidence for a beneficial effect of forests!) [15/n] While exposure to green space is usually beneficial for huma
Thus, in this thesis, we showed that living in green areas is often good for health, but health effects:

-depend on the type of green
-may differ between specific groups (allergy patients, childrenโ€ฆ)

And we should not solely rely on simple indicators of greenness! [16/n]
The way forward?

Even more detailed measurements of green space!

@dengkai_chi identified all trees in Brussels using laser sensor data ๐Ÿ›ฉ๏ธ

Together we showed that living near large trees results in lower medication sales for mood disorders and heart disease) @EHPonline [17/n] The way forward in green space exposure assessment.  Here we
And we looked inside private gardens too ๐Ÿง

We found that gardeners were more active in gardens with higher biodiversity values ๐Ÿ€๐Ÿž๐Ÿชฒ๐Ÿฆ”, and this was then related to lower depression scores during the COVID-19 pandemic. [18/n] Again relying on structural equation models, we showed that
This PhD research was hosted by @sciensano and @CMK_Uhasselt & supported by @belspo with several partners including @KU_Leuven @dForNatLan @M3BIORES @UNamur @meteobenl and @AirAllergy.

You can find OA versions of my publications here
๐Ÿ”“๐Ÿ“„โฌ‡๏ธ
lirias.kuleuven.be/cv?Username=u0โ€ฆ [19/n]
And oh yes. This is in fact my second PhD ๐Ÿ‘จโ€๐ŸŽ“

I also studied how African wild olive trees can regenerate in Ethiopia (research funded by @VLIRUOS).

Read why I did a second PhD in the story by @VirginiaGewin on double doctorates in @Nature https://doi.org/10.1038/d41586-022-02042-x
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โœ๏ธThe residential green space and distress work was presented at the 2019 @ISEEORG conference in Utrecht, NL. The positive feedback on my Pecha Kucha presentation based on emojis triggered me to keep using emoji throughout my PhD and in all my publication graphical abstracts.

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More from @rafaerts

Nov 18, 2019
"The life of every child born today will be profoundly affected by climate change." - a thread on The Lancet 2019 report on impacts of climate change on human health

#TheLancet #ClimateChangeIsReal
doi.org/10.1016/S0140-โ€ฆ
The world has observed a 1ยฐC temperature rise above pre-industrial levels. A child born /today/ will experience a world that is more than 4 degrees warmer than pre-industrial average.
Downward trends in global yield potential for major crops threaten food security, with infants often the worst affected by potentially permanent effects of *undernutrition*.
Read 9 tweets

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