Articles | Volume 17, issue 2
https://doi.org/10.5194/hess-17-863-2013
© Author(s) 2013. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-17-863-2013
© Author(s) 2013. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Technical Note: An open source library for processing weather radar data (wradlib)
M. Heistermann
University of Potsdam, Institute of Earth and Environmental Sciences, Karl-Liebknecht-Str. 24–25, 14476 Potsdam, Germany
S. Jacobi
University of Potsdam, Institute of Earth and Environmental Sciences, Karl-Liebknecht-Str. 24–25, 14476 Potsdam, Germany
T. Pfaff
University of Stuttgart, Institut für Wasser- und Umweltsystemmodellierung, Stuttgart, Germany
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- Two and a half years of country-wide rainfall maps using radio links from commercial cellular telecommunication networks A. Overeem et al.
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- A study of rapid intensification of tropical cyclone Ockhi using C-band polarimetric radar S. Panda et al.
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- Using the c-band Doppler weather radar data to reconstruct extreme rainfall event on 11th march 2018 in Bangka island, Indonesia J. Paski et al.
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- Tocap: a web tool for ad-hoc campaign planning in terrestrial hydrology E. Nixdorf et al.
- Daily quantitative precipitation estimates use weather radar reflectivity in South Sulawesi . Giarno et al.
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130 citations as recorded by crossref.
- The future of Earth observation in hydrology M. McCabe et al.
- Python Indian Weather Radar Toolkit (pyiwr): An open-source Python library for processing, analyzing and visualizing weather radar data N. Singh et al.
- Augmenting the German weather radar network with vertically pointing cloud radars: implications of resolution and attenuation C. Heske et al.
- Observed relationship between drop size distribution including a breakup signature and environmental properties near Kumagaya in eastern Japan T. Unuma
- Radar based rainfall nowcasting and its characteristic prediction based on spatially correlated random field, normalized duration line and Kalman filter algorithm T. He et al.
- Evaluation of error components in rainfall retrieval from collocated commercial microwave links A. Špačková et al.
- Pyrad: A Real-Time Weather Radar Data Processing Framework Based on Py-ART J. Figueras i Ventura et al.
- Assessing Nowcast Models in the Central Mexico Region Using Radar and GOES-16 Satellite Data D. Islas-Flores & A. Magaldi
- Development of HYPER-P: HYdroclimatic PERformance-enhanced Precipitation at 1 km/daily over the Europe-Mediterranean region from 2007 to 2022 P. Filippucci et al.
- Developing a radar-rain gauge hourly blended precipitation dataset for Great Britain using the Gauss Blending Method X. Qiu et al.
- Short time precipitation estimation using weather radar and surface observations: With rainfall displacement information integrated in a stochastic manner J. Yan & A. Bárdossy
- Role of updraft in dry‐season torrential rainfall in Greater Jakarta, Indonesia A. Handayani et al.
- Retrieval algorithm for rainfall mapping from microwave links in a cellular communication network A. Overeem et al.
- Reconstruction of Extreme Rainfall Event on September 19-20, 2017, Using a Weather Radar in Bengkulu of Sumatra Island J. Paski et al.
- Evaluation of different WRF microphysics schemes: a case study of landslide induced by heavy rainfall in Kulon Progo D. Permana et al.
- Investigating KDP signatures inside and below the dendritic growth layer with W-band Doppler radar and in situ snowfall camera A. Kötsche et al.
- The Lidar Radar Open Software Environment (LROSE): An End-to-End Suite of Applications for Radar and Lidar Processing M. Dixon et al.
- An open-source framework for mosaic radar-based rainfall estimation across Thailand's watersheds N. Mahavik et al.
- Two and a half years of country-wide rainfall maps using radio links from commercial cellular telecommunication networks A. Overeem et al.
- Quality characterization of reflectivity and radial velocity observed by Indian Doppler weather radars
- Rainfall estimation using measurement report data from time-division long term evolution networks D. Liu et al.
- New Algorithm for Rain Cell Identification and Tracking in Rainfall Event Analysis T. He et al.
- Information-theoretic analysis of commercial microwave link and environmental variables in rainfall estimation A. Špačková et al.
- TAASRAD19, a high-resolution weather radar reflectivity dataset for precipitation nowcasting G. Franch et al.
- Tropical Andes Radar Precipitation Estimates Need High Temporal and Moderate Spatial Resolution M. Guallpa et al.
- Rare flash floods and debris flows in southern Germany U. Ozturk et al.
- Doppler weather radars as a game changer in desert locust swarm tracking N. Anjita et al.
- Hourly, kilometer-scale precipitation merged from rain gauge, ground-based radar and satellites over east Asia: methods, evaluation and applications H. Xia & K. Wang
- Hydrometeor partitioning ratios for dual-frequency space-borne and polarimetric ground-based radar observations V. Pejcic et al.
- Polarimetric Radar Variables in the Layers of Melting and Dendritic Growth at X Band—Implications for a Nowcasting Strategy in Stratiform Rain S. Trömel et al.
- Tutorials as a flexible alternative to GUIs: An example for advanced model calibration using Pilot Points C. Moeck et al.
- Doppler weather radar data assimilation at convective-allowing grid spacing for predicting an extreme weather event in Southern India H. Sad et al.
- Evaluating the potential of radar-based rainfall estimates for streamflow and flood simulations in the Philippines C. Abon et al.
- CLEAR: a new discrete multiplicative random cascade model for disaggregating path-integrated rainfall estimates from commercial microwave links M. Fencl & M. Schleiss
- Complementarity of wind measurements from co-located X-band weather radar and Doppler lidar J. Ritvanen et al.
- Toward an adequate level of detail in flood risk assessments T. Sieg et al.
- Performance of a PDE-Based Hydrologic Model in a Flash Flood Modeling Framework in Sparsely-Gauged Catchments T. Poméon et al.
- Calibration of X-Band Radar for Extreme Events in a Spatially Complex Precipitation Region in North Peru: Machine Learning vs. Empirical Approach R. Rollenbeck et al.
- Mud Flow Reconstruction by Means of Physical Erosion Modeling, High-Resolution Radar-Based Precipitation Data, and UAV Monitoring P. Hänsel et al.
- Pluvial Flood Risk Assessment Tool (PFRA) for Rainwater Management and Adaptation to Climate Change in Newly Urbanised Areas S. Szewrański et al.
- Optimization of X-Band Radar Rainfall Retrieval in the Southern Andes of Ecuador Using a Random Forest Model J. Orellana-Alvear et al.
- Anomalous Propagation Echo Classification of Imbalanced Radar Data with Support Vector Machine H. Lee et al.
- A methodology to upscale IMD ground radar observations at the same resolution with TRMM PR reflectivity using ANN A. Sharma & S. Kannan
- Correcting for Undercounting of Lightning Flashes by Space‐Based Optical Sensors P. McFarland & W. Brune
- 2016 Monsoon Convection and Its Place in the Large‐Scale Circulation Using Doppler Radars A. Doyle et al.
- Radar based nowcasting using TERLS C band radar A. Chhari et al.
- Preliminary result of characteristic of convective cloud development observed by x-band meteorological radar in bandung basin R. Syaraswati et al.
- A Machine Learning Algorithm for Retrieving Cloud Top Height With Passive Microwave Radiometry J. Rysman et al.
- A study of rapid intensification of tropical cyclone Ockhi using C-band polarimetric radar S. Panda et al.
- All convolutional neural networks for radar-based precipitation nowcasting G. Ayzel et al.
- Using the c-band Doppler weather radar data to reconstruct extreme rainfall event on 11th march 2018 in Bangka island, Indonesia J. Paski et al.
- Towerpy: An open-source toolbox for processing polarimetric weather radar data D. Sanchez-Rivas & M. Rico-Ramirez
- BALTRAD Advanced Weather Radar Networking D. Michelson et al.
- The Python ARM Radar Toolkit (Py-ART), a Library for Working with Weather Radar Data in the Python Programming Language J. Helmus & S. Collis
- Saharan rainfall climatology and its relationship with surface cyclones M. Armon et al.
- Estimation of radar-based area–depth–duration–frequency curves with special focus on spatial sampling problems G. Goshtasbpour & U. Haberlandt
- Correcting for Mobile X-Band Weather Radar Tilt Using Solar Interference D. Dufton et al.
- Verification of short-term runoff forecasts for a small Philippine basin (Marikina) D. Kneis et al.
- Enhancing the consistency of spaceborne and ground-based radar comparisons by using beam blockage fraction as a quality filter I. Crisologo et al.
- radar.IRIS: A free, open and transparent R library for processing Canada’s weather radar data D. Hill & J. Baron
- Polarimetric rainfall retrieval from a C-Band weather radar in a tropical environment (The Philippines) I. Crisologo et al.
- On the Implementation of a Regional X-Band Weather Radar Network A. Antonini et al.
- Data-driven rainfall-runoff modeling in an urban catchment using microwave link attenuation data Y. Song et al.
- Weather Radar and Rain-Gauge Data Fusion for Quantitative Precipitation Estimation: Two Case Studies F. Cuccoli et al.
- Rainfall retrieval with commercial microwave links in São Paulo, Brazil M. Rios Gaona et al.
- The NCAS mobile dual-polarisation Doppler X-band weather radar (NXPol) R. Neely III et al.
- Improving weather radar precipitation maps: A fuzzy logic approach M. Silver et al.
- A Systematic Modular Approach for the Coupling of Deep-Learning-Based Models to Forecast Urban Flooding Maps in Early Warning Systems J. Koltermann da Silva et al.
- Synthetic Rain Models and Optical Flow Algorithms for Improving the Resolution of Rain Attenuation Time Series Simulated From Numerical Weather Prediction M. Razavian et al.
- Benchmarking attenuation correction procedures for six years of single-polarized C-band weather radar observations in South-West Germany S. Jacobi & M. Heistermann
- Optical flow models as an open benchmark for radar-based precipitation nowcasting (rainymotion v0.1) G. Ayzel et al.
- Prediction of Muddy Floods Using High-Resolution Radar Precipitation Forecasts and Physically-Based Erosion Modeling in Agricultural Landscapes P. Hänsel et al.
- Tocap: a web tool for ad-hoc campaign planning in terrestrial hydrology E. Nixdorf et al.
- Daily quantitative precipitation estimates use weather radar reflectivity in South Sulawesi . Giarno et al.
- Conditional simulation of surface rainfall fields using modified phase annealing J. Yan et al.
- Large-scale mapping of nocturnal bird migration to accelerate a nature-inclusive energy transition B. Hoekstra et al.
- Five years calibrated observations from the University of Bonn X-band weather radar (BoXPol) V. Pejcic et al.
- Full-Year Evaluation of Nonmeteorological Echo Removal with Dual-Polarization Fuzzy Logic for Two C-Band Radars in a Temperate Climate A. Overeem et al.
- Spatial assessment of produced hailstorm maps in severely affected areas in Northern Thailand based on dual-polarimetric radar using the cloud computing platform Google Earth Engine N. Mahavik et al.
- Time-independent bias correction methods compared with gauge adjustment methods in improving radar-based precipitation estimates K. Yousefi et al.
- Radar System . Prof. Sugre D. D. et al.
- Relating Sentinel-1 Interferometric Coherence to Mowing Events on Grasslands T. Tamm et al.
- Commercial microwave links for urban drainage modelling: The effect of link characteristics and their position on runoff simulations J. Pastorek et al.
- Quantitative Precipitation Estimation Integrated by Poisson’s Equation Using Radar Mosaic, Satellite, and Rain Gauge Network L. Calvetti et al.
- A framework for incorporating rainfall data into a flooding digital twin A. Green et al.
- AVALIAÇÃO ESTATÍSTICA DOS ÍCONES REPRESENTATIVOS DAS CONDIÇÕES METEOROLÓGICAS PREVISTAS PARA BAURU-SP E DISPONIBILIZADAS NO SITE DO IPMET/UNESP M. Maciel & D. Moreira
- Polarimetric insights into pre-monsoon convective clouds and hail storm microphysics over central India using polarimetric radar observation K. Abhijeet et al.
- A Location Intelligence System for the Assessment of Pluvial Flooding Risk and the Identification of Storm Water Pollutant Sources from Roads in Suburbanised Areas S. Szewrański et al.
- Uncertainties in discharge predictions based on microwave link rainfall estimates in a small urban catchment J. Pastorek et al.
- Calibrating Ground-Based Radars against TRMM and GPM R. Warren et al.
- Deep Learning-Based Rain Rate Classification Using 5G Cellular Network Signals Y. Mao et al.
- Pysteps: an open-source Python library for probabilistic precipitation nowcasting (v1.0) S. Pulkkinen et al.
- EURADCLIM: the European climatological high-resolution gauge-adjusted radar precipitation dataset A. Overeem et al.
- Taking radar aeroecology into the 21st century J. Shamoun‐Baranes et al.
- Snow microphysical processes in orographic turbulence revealed by cloud radar and in situ snowfall camera observations A. Kötsche et al.
- Large hail detection using radar-based VIL calibrated with isotherms from the ERA5 reanalysis W. Pilorz et al.
- The Indonesia In-House Radar Integration System (InaRAISE) of Indonesian Agency for Meteorology Climatology and Geophysics (BMKG): Development, Constraint, and Progress D. Permana et al.
- WRaINfo: An Open Source Library for Weather Radar INformation for FURUNO Weather Radars Based on Wradlib A. Künzel et al.
- Reanalysis of multi-year high-resolution X-band weather radar observations in Hamburg F. Burgemeister et al.
- Benchmarking KDP in rainfall: a quantitative assessment of estimation algorithms using C-band weather radar observations M. Aldana et al.
- The Dutch real-time gauge-adjusted radar precipitation product A. Overeem et al.
- Fast Playback Framework for Analysis of Ground-Based Doppler Radar Observations Using MapReduce Technology J. Tang & C. Matyas
- A look at the mathematics of radar-based nowcasting T. Buriol et al.
- The Emergence of Open-Source Software for the Weather Radar Community M. Heistermann et al.
- Facilitating radar precipitation data processing, assessment and analysis: a GIS-compatible python approach J. Kreklow
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Latest update: 03 May 2026