TY - JOUR
T1 - Most computational hydrology is not reproducible, so is it really science?
AU - Hutton, Christopher
AU - Wagener, Thorsten
AU - Freer, Jim
AU - Han, Dawei
AU - Duffy, Chris
AU - Arheimer, Berit
N1 - Publisher Copyright:
© 2016. American Geophysical Union. All Rights Reserved.
PY - 2016/10/1
Y1 - 2016/10/1
N2 - Reproducibility is a foundational principle in scientific research. Yet in computational hydrology the code and data that actually produces published results are not regularly made available, inhibiting the ability of the community to reproduce and verify previous findings. In order to overcome this problem we recommend that reuseable code and formal workflows, which unambiguously reproduce published scientific results, are made available for the community alongside data, so that we can verify previous findings, and build directly from previous work. In cases where reproducing large-scale hydrologic studies is computationally very expensive and time-consuming, new processes are required to ensure scientific rigor. Such changes will strongly improve the transparency of hydrological research, and thus provide a more credible foundation for scientific advancement and policy support.
AB - Reproducibility is a foundational principle in scientific research. Yet in computational hydrology the code and data that actually produces published results are not regularly made available, inhibiting the ability of the community to reproduce and verify previous findings. In order to overcome this problem we recommend that reuseable code and formal workflows, which unambiguously reproduce published scientific results, are made available for the community alongside data, so that we can verify previous findings, and build directly from previous work. In cases where reproducing large-scale hydrologic studies is computationally very expensive and time-consuming, new processes are required to ensure scientific rigor. Such changes will strongly improve the transparency of hydrological research, and thus provide a more credible foundation for scientific advancement and policy support.
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U2 - 10.1002/2016WR019285
DO - 10.1002/2016WR019285
M3 - Comment/debate
AN - SCOPUS:84991746993
SN - 0043-1397
VL - 52
SP - 7548
EP - 7555
JO - Water Resources Research
JF - Water Resources Research
IS - 10
ER -