de Vos, L. W., Raupach, T. H., Leijnse, H., Overeem, A., Berne, A., and
Uijlenhoet, R.: High-Resolution Simulation Study Exploring the Potential of
Radars, Crowdsourced Personal Weather Stations, and Commercial Microwave
Links to Monitor Small-Scale Urban Rainfall, Water Resour. Res., 54,
10293–10312,
https://doi.org/10.1029/2018WR023393, 2018.
a
de Vos, L. W., Leijnse, H., Overeem, A., and Uijlenhoet, R.: Quality Control
for Crowdsourced Personal Weather Stations to Enable Operational Rainfall
Monitoring, Geophys. Res. Lett., 46, 8820–8829,
https://doi.org/10.1029/2019GL083731, 2019.
a
Finnish Meteorological Institute: The Finnish Meteorological Institute's open data,
https://en.ilmatieteenlaitos.fi/open-data (last access: 30 May 2023), 2023. a
Frei, C. and Isotta, F. A.: Ensemble Spatial Precipitation Analysis from
Rain-Gauge Data – Methodology and Application in the European Alps, J. Geophys. Res.-Atmos., 124, 5757–5778,
https://doi.org/10.1029/2018JD030004, 2019.
a
Frogner, I.-L., Singleton, A. T., Køltzow, M. Ø., and Andrae, U.:
Convection-permitting ensembles: Challenges related to their design and use,
Q. J. Roy. Meteorol. Soc., 145, 90–106,
https://doi.org/10.1002/qj.3525, 2019.
a
Haakenstad, H. and Øyvind Breivik: NORA3. Part II: Precipitation and
Temperature Statistics in Complex Terrain Modeled with a Nonhydrostatic
Model, J. Appl. Meteorol. Clim., 61, 1549–1572,
https://doi.org/10.1175/JAMC-D-22-0005.1, 2022.
a
Habib, E., Krajewski, W. F., and Kruger, A.: Sampling Errors of Tipping-Bucket Rain Gauge Measurements, J. Hydrol. Eng., 6, 159–166,
https://doi.org/10.1061/(ASCE)1084-0699(2001)6:2(159), 2001.
a
Lanza, L. G. and Stagi, L.: High resolution performance of catching type rain
gauges from the laboratory phase of the WMO Field Intercomparison of Rain
Intensity Gauges, Atmos. Res., 94, 555–563,
https://doi.org/10.1016/j.atmosres.2009.04.012, 2009.
a
Lussana, C., Uboldi, F., and Salvati, M. R.: A spatial consistency test for
surface observations from mesoscale meteorological networks, Q. J. Roy. Meteorol. Soc., 136, 1075–1088,
https://doi.org/10.1002/qj.622, 2010.
a
Lussana, C., Nipen, T. N., Seierstad, I. A., and Elo, C. A.: Ensemble-based
statistical interpolation with Gaussian anamorphosis for the spatial analysis
of precipitation, Nonl. Processes Geophys., 28, 61–91,
https://doi.org/10.5194/npg-28-61-2021, 2021.
a,
b
Mandement, M. and Caumont, O.: Contribution of personal weather stations to the observation of deep-convection features near the ground, Nat. Hazards Earth Syst. Sci., 20, 299–322,
https://doi.org/10.5194/nhess-20-299-2020, 2020.
a
Netatmo: The easy way to make your AC smart,
https://www.netatmo.com/ (last access: 30 May 2023), 2023. a
Nipen, T. N., Seierstad, I. A., Lussana, C., Kristiansen, J., and Hov, Ø.:
Adopting Citizen Observations in Operational Weather Prediction, B. Am. Meteorol. Soc., 101, E43–E57,
https://doi.org/10.1175/BAMS-D-18-0237.1, 2020.
a
Orlanski, I.: A rational subdivision of scales for atmospheric processes, B. Am. Meteorol. Soc., 56, 527–530, 1975. a
Soci, C., Bazile, E., Besson, F., and Landelius, T.: High-resolution
precipitation re-analysis system for climatological purposes, Tellus A, 68, 29879,
https://doi.org/10.3402/tellusa.v68.29879, 2016.
a
Stagnaro, M., Colli, M., Lanza, L. G., and Chan, P. W.: Performance of
post-processing algorithms for rainfall intensity using measurements from
tipping-bucket rain gauges, Atmos. Meas. Tech., 9, 5699–5706,
https://doi.org/10.5194/amt-9-5699-2016, 2016.
a
Tian, Y., Huffman, G. J., Adler, R. F., Tang, L., Sapiano, M., Maggioni, V.,
and Wu, H.: Modeling errors in daily precipitation measurements: Additive or
multiplicative?, Geophys. Res. Lett., 40, 2060–2065,
https://doi.org/10.1002/grl.50320, 2013.
a
Uboldi, F., Lussana, C., and Salvati, M.: Three-dimensional spatial
interpolation of surface meteorological observations from high-resolution
local networks, Meteorol. Appl., 15, 331–345,
https://doi.org/10.1002/met.76, 2008.
a
WMO: WMO-No.1160: Manual on the WMO Integrated Global Observing System: Annex VIII to the WMO Technical Regulations, Tech. Rep. 1160, World Meteorological Organization, ISBN 978-92-63-11160-9, 2021a. a
WMO: WMO-No.49_volI: Technical Regulations, Volume I: General Meteorological
Standards and Recommended Practices, Tech. Rep. 49, World Meteorological
Organization, ISBN 978-92-63-10049-8,
https://library.wmo.int/doc_num.php?explnum_id=10955 (last access: 30 May 2023), 2021b.
a
WMO: WMO-No.49_volIII: Technical Regulations, Volume III: Hydrology, Tech. Rep. 49, World Meteorological Organization, ISBN 978-92-63-10049-8,
https://library.wmo.int/doc_num.php?explnum_id=11293 (last access: 30 May 2023), 2021c. a
WMO: WMO-No.8: WMO Guide to Meteorological Instruments and Methods of Observation, Tech. Rep. 8, World Meteorological Organization, ISBN 978-92-63-10008-5, 2021d.
a,
b,
c,
d