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://docs.scipy.org/doc/scipy/ reference/generated/scipy.stats.gaussian_kde.html. The standard normal density function is assumed for the kernel, and the bandwidth is specified using Scott’s Rule, which for univariate data is specified by sn -1/5 , where s is the sample deviation of the sample data

a clean air future for everyone! What could you do? What action(s) could you take? Make a clean air promise! www.metoffice.gov.uk | 32 © Crown Copyright 2024, Met Office My clean air future school and clean air communications Working independently, in pairs or small groups, use the worksheets to help you

of receipt of your submission will be sent to all applicants whose application is received before the deadline. Indicative Timetable: Activity Date(s) Application documents issued 2 July 2025 Application submission deadline 8 August 2025 (11am UTC) Met Office evaluation process. w/c 11 and 18 August 2025

), but not distributed externally. Internal data volumes are difficult to estimate but are in excess of 100's Terabytes/day.  Challenges impacting the release of data  Data Volumes  Data volumes will continue to grow rapidly, typically doubling every 18 months as the resolution of weather models increases

for International Development, has provided one of the funding streams to ENACTS-Tanzania. 3 Thomson, M., A. Owusu, S. Thawer (forthcoming, 2019). ‘Developing climate services for malaria surveillance and control in Tanzania’ in WISER co-production manual. 4 Thomson, M. et al (forthcoming, 2019). 5 http

Output Results were checked by comparison with existing 1961-1990 averages calculated using similar methods in the 1990’s. This was done for stations averages, and for areal averages based on the gridded datasets. These comparisons showed a good general agreement in the values, with a very small

4 4 Wind gusts (wsgmax10m) m/s 4 hourly 3- hourly Wind speed (sfcWind) m/s 4 4 4 hourly 3- hourly 4 Wind speed eastwards/ northwards (uas/vas) m/s 4 4 4 4 Soil moisture stress factor (beta) 4 (Global domain only) 4† (European domain only) Water evaporation flux (evspsbl) mm/ day 4 (Global domain

References Corazza, M., P. Bergamaschi, A. T. Vermeulen, T. Aalto, L. Haszpra, F. Meinhardt, S. O'Doherty, R. Thompson, J. Moncrieff, E. Popa, M. Steinbacher, A. Jordan, E. J. Dlugokencky, C. Brühl, M. Krol, and F. Dentener, Inverse modelling of European N 2 O emissions: Assimilating observations from

NNXX01_EGRR_150432 ... and the corresponding signature file(s). 6.12.2. Deletion/Overwrite Policy: Deleted after 36 hours. 6.13. OPMET 6.13.1. OPMET data is stored on the SADIS FTP Service in a variety of different ways. The OPMET directory is one such way and contains a list of 24 files of name

resolution data source or human intervention. It was suggested that the Met Office could use or link to other National Met Service (NMS)’s local data or forecasts where that was more accurate than the global site product, but it was recognised that this approach introduced inconsistencies across countries