Accele a ing
hyd ological esea ch
by emb acing FAIR
Ba Schilpe oo , Pe e Kal e la, S e an Ve hoe en,
Ma k Melo o, Rol Hu , and many mo e
A “simple” expe imen
Me eo
Hyd ological models
How much wa e is in he i e ?
P edic using me eo ological da a,
i.e., p ecipi a ion
?
IFS
CMIP
ERA5
A “complex” landscape
The “eWa e Cycle” d eam
Wo k wi h
w i en in
o
wi h
ocusing on
no
any hyd ological model
any p og amming language
any ca chmen
any da a sou ce,
hyd ology
compu e science
ewa e cycle.o g
S ep 1: inpu da a
•ESGF p o ides access o clima e
model da a h ough a common
in e ace
•ESMValTool can access his da a
and p o ides i acco ding o
s anda d o ma s (names, uni s,
coo dina es…)
•Used o gene a e igu es o IPCC
epo s
S anda dized analysis o wea he + clima e
da a
S ep 2: he models •To un and in e ac wi h he
models we use he Basic Model
In e ace
•S anda d unc ions o con ol and
in e ac wi h a nume ical model
•Wi h so wa e con aine s we can
eliably un models on any
pla o m
•We pu con aine images on he
Gi Hub Con aine Regis y; linked
o he code eposi o y
Basic Model In e ace
S ep 3: he use in e ace
•Use s in e ac h ough Jupy e
no ebooks
•Py hon is app op ia e o en y
le el hyd ologis s
•Mixes ex and code
•Allows o sel -documen ed
wo k lows
•We hos eWa e Cycle on Su
Resea ch Cloud
CMIP
ERA5
Adop exis ing s anda ds!
S anda dized analysis o
wea he + clima e da a
Basic Model In e ace Con aine s
S anda dized ou pu in a
Jupy e Hub (py hon) in e ace
O e iew
P ojec showcase
•h p://www.ewa e cycle.o g/p ojec s/
•Showcases BSc and MSc hesis p ojec s
•Making s uden s upload hei wo k o
Gi hub allows o he s o con inue
euse/buil upon hei wo k
