arrow
Back
C

Cornelia Klein

UK Centre for Ecology and Hydrology

21H-index
122Paper Count
1.7KCitation Count
Published Papers 33
Publication Date
Object-based deep learning for probabilistic convective-core nowcasting from satellite data
err2026-09-19
err0
errOAAI
errMendrika Rakotomanga; Douglas J. Parker; Nadhir Ben Rached; Seonaid R. Anderson; Cornelia Klein; Steven C. Wells
errShare
errSave
Nowcasting convective cores using deep learning
err2026-09-19
err0
errOAAI
errJawairia A. Ahmad; Cornelia Klein; Christopher Taylor; Seonaid R. Anderson; Steven C. Wells; David C. Hogg
errShare
errSave
Wind shear enhances soil moisture influence on rapid thunderstorm growth
errNature
IF48.5
err2026-03-04
err0
errOAAI
errChristopher M. Taylor; Cornelia Klein; Emma J. Barton; Sebastian Hahn; Wolfgang Wagner
errShare
errSave
Covariance of the intertropical discontinuity and African easterly jet in Sahelian wet and dry years
err2026-02-05
err0
errOAAI
errMarian Amoakowaah Osei; Cornelia Klein; Christopher M. Taylor; Douglas J. Parker; Michael Baidu
errShare
errSave
Homogeneous Soil Moisture Fields Suppress Sahelian MCS Frequency
err2025-11-18
err0
errOAAI
errBen Maybee; Cornelia Klein; Christopher M. Taylor; Helen Burns; John H. Marsham
errShare
errSave
Role of Soil Moisture Gradients in Favoring Mesoscale Convective Systems in East China
err2025-09-02
err0
errOAAI
errYutong Lu; John H. Marsham; Douglas J. Parker; Cornelia M. Klein; Christopher M. Taylor; Juan Fang; Jianping Tang
errShare
errSave
How sensitive are Sahelian mesoscale convective systems to cold-pool suppression?
err2025-06-25
err0
errOAAI
errBen Maybee; James Bassford; John H. Marsham; Huw Lewis; Paul Field; Cornelia Klein; Douglas J. Parker
errShare
errSave
Mesoscale Convective Systems Tracking Method Intercomparison (MCSMIP): Application to DYAMOND Global km-Scale Simulations
err2025-04-28
err0
errOAAI
errFeng, Zhe; Prein, Andreas F.; Kukulies, Julia; Fiolleau, Thomas; Jones, William K.; Maybee, Ben; Moon, Zachary L.; Ocasio, Kelly M. Nunez; Dong, Wenhao; Molina, Maria J.; Albright, Mary Grace; Rajagopal, Manikandan; Robledo, Vanessa; Song, Jinyan; Song, Fengfei; Leung, L. Ruby; Varble, Adam C.; Klein, Cornelia; Roca, Remy; Feng, Ran; Mejia, John F.
errShare
errSave
Soil moisture gradients strengthen mesoscale convective systems by increasing wind shear
err2025-04-04
err0
errOAAI
errBarton, Emma J.; Klein, Cornelia; Taylor, Christopher M.; Marsham, John; Parker, Douglas J.; Maybee, Ben; Leung, L. Ruby
errShare
errSave
Modelling the influence of soil moisture on the Turkana jet
err2025-03-01
err0
errOAAI
errTalib, Joshua; Taylor, Christopher M.; Klein, Cornelia; Warner, James; Munday, Callum; Folwell, Sonja; Charlton-Perez, Cristina
errShare
errSave
Nowcasting convective activity for the Sahel: A simple probabilistic approach using real-time and historical satellite data on cloud-top temperature
err2024-01-26
err0
errOAAI
errAnderson, Seonaid R.; Cole, Steven J.; Klein, Cornelia; Taylor, Christopher M.; Diop, Cheikh Abdoulahat; Kamara, Mouhamadou
errShare
errSave
Classification of large-scale environments that drive the formation of mesoscale convective systems over southern West Africa
err2023-09-06
err2
errOAAI
errNkrumah, Francis; Klein, Cornelia; Quagraine, Kwesi Akumenyi; Berkoh-Oforiwaa, Rebecca; Klutse, Nana Ama Browne; Essien, Patrick; Quenum, Gandome Mayeul Leger Davy; Koffi, Hubert Azoda
errShare
errSave
Tropical Africa's First Testbed for High-Impact Weather Forecasting and Nowcasting
err2023-08-01
err0
errOAAI
errFletcher, J. K.; Diop, C. A.; Adefisan, E.; Ahiataku, M. A.; Ansah, S. O.; Birch, C. E.; Burns, H. L.; Clarke, S. J.; Gacheru, J.; James, T. D.; Tuikong, C. K. Ngetich; Koros, D.; Indasi, V. S.; Lamptey, B. L.; Lawal, K. A.; Parker, D. J.; Roberts, A. J.; Stein, T. H. M.; Visman, E.; Warner, J.; Woodhams, B. J.; Youds, L. H.; Ajayi, V. O.; Bosire, E. N.; Cafaro, C.; Camara, C. A. T.; Chanzu, B.; Dione, C.; Gitau, W.; Groves, D.; Groves, J.; Hill, P. G.; Ishiyaku, I.; Klein, C. M.; Marsham, J. H.; Mutai, B. K.; Ndiaye, P. N.; Osei, M.; Popoola, T. I.; Talib, J.; Taylor, C. M.; Walker, D.
errShare
errSave
Effects on early monsoon rainfall in West Africa due to recent deforestation in a convection-permitting ensemble
err2023-03-22
err3
errOAAI
errCrook, Julia; Klein, Cornelia; Folwell, Sonja; Taylor, Christopher M.; Parker, Douglas J.; Bamba, Adama; Kouadio, Kouakou
errShare
errSave
Untangling the importance of dynamic and thermodynamic drivers for wet and dry spells across the Tropical Andes
err2023-02-13
err1
errOAAI
errKlein, Cornelia; Haenchen, Lorenz; Potter, Emily R.; Junquas, Clementine; Harris, Bethan L.; Maussion, Fabien
errShare
errSave
The sensitivity of the West African monsoon circulation to intraseasonal soil moisture feedbacks
err2022-04-13
err12
errOAAI
errTalib, Joshua; Taylor, Christopher M.; Klein, Cornelia; Harris, Bethan L.; Anderson, Seonaid R.; Semeena, Valiyaveetil S.
errShare
errSave
Widespread greening suggests increased dry-season plant water availability in the Rio Santa valley, Peruvian Andes
err2022-03-29
err6
errOAAI
errHanchen, Lorenz; Klein, Cornelia; Maussion, Fabien; Gurgiser, Wolfgang; Calanca, Pierluigi; Wohlfahrt, Georg
errShare
errSave
Nowcasting tracks of severe convective storms in West Africa from observations of land surface state
err2022-02-23
err9
errOAAI
errTaylor, Christopher M.; Klein, Cornelia; Dione, Cheikh; Parker, Douglas J.; Marsham, John; Diop, Cheikh Abdoulahat; Fletcher, Jennifer; Chaibou, Abdoul Aziz Saidou; Nafissa, Dignon Bertin; Semeena, Valiyaveetil Shamsudheen; Cole, Steven J.; Anderson, Seonaid R.
errShare
errSave
Late-stage deforestation enhances storm trends in coastal West Africa
err2022-01-04
err13
errOAAI
errTaylor, Christopher M.; Klein, Cornelia; Parker, Douglas J.; Gerard, France; Semeena, Valiyaveetil Shamsudheen; Barton, Emma J.; Harris, Bethan L.
errShare
errSave
Combining CMIP data with a regional convection-permitting model and observations to project extreme rainfall under climate change
err2021-09-29
err12
errOAAI
errKlein, Cornelia; Jackson, Lawrence S.; Parker, Douglas J.; Marsham, John H.; Taylor, Christopher M.; Rowell, David P.; Guichard, Francoise; Vischel, Theo; Famien, Adjoua Moise; Diedhiou, Arona
errShare
errSave