Lightning forecast from chaotic and incomplete time series using wavelet de-noising and spatiotemporal kriging
Purpose – Present a method to impute missing data from a chaotic time series, in this case lightning prediction data, and then use that completed dataset to create lightning prediction forecasts. Design/methodology/approach – Using the technique of spatiotemporal kriging to estimate data that is aut...
| Published in: | Journal of Defense Analytics and Logistics |
|---|---|
| Main Authors: | Jared Nystrom, Raymond R. Hill, Andrew Geyer, Joseph J. Pignatiello, Eric Chicken |
| Format: | Article |
| Language: | English |
| Published: |
Emerald Publishing
2023-11-01
|
| Subjects: | |
| Online Access: | https://www.emerald.com/insight/content/doi/10.1108/JDAL-03-2023-0003/full/pdf |
Similar Items
A Hybrid Regression–Kriging–Machine Learning Framework for Imputing Missing TROPOMI NO<sub>2</sub> Data over Taiwan
by: Alyssa Valerio, et al.
Published: (2025-06-01)
by: Alyssa Valerio, et al.
Published: (2025-06-01)
Life cycle assessment of metal powder production: a Bayesian stochastic Kriging model-based autonomous estimation
by: Haibo Xiao, et al.
Published: (2024-10-01)
by: Haibo Xiao, et al.
Published: (2024-10-01)
STOCHASTIC MODEL UPDATING BASED ON THE KRIGING MODEL AND WAVELET PACKET ENERGY SPECTRUM (MT)
by: SUN YongPeng, et al.
Published: (2023-01-01)
by: SUN YongPeng, et al.
Published: (2023-01-01)
Review of Dace-Kriging Metamodel
by: Muzaffer Balaban
Published: (2023-04-01)
by: Muzaffer Balaban
Published: (2023-04-01)
A Spatiotemporal Analysis of Humidity Pattern in Bali using Space-Time Kriging with Seasonal Drift
by: Salma Fitri Nugroho, et al.
Published: (2025-07-01)
by: Salma Fitri Nugroho, et al.
Published: (2025-07-01)
Spatial interpolation of water quality index based on Ordinary kriging and Universal kriging
by: Mohsin Khan, et al.
Published: (2023-12-01)
by: Mohsin Khan, et al.
Published: (2023-12-01)
Comparison of Soft Indicator and Poisson Kriging for the Noise-Filtering and Downscaling of Areal Data: Application to Daily COVID-19 Incidence Rates
by: Pierre Goovaerts, et al.
Published: (2023-08-01)
by: Pierre Goovaerts, et al.
Published: (2023-08-01)
Spatial Interpolation of Soil Texture Using Compositional Kriging and Regression Kriging with Consideration of the Characteristics of Compositional Data and Environment Variables
by: Shi-wen ZHANG, et al.
Published: (2013-09-01)
by: Shi-wen ZHANG, et al.
Published: (2013-09-01)
Machine learning and topological kriging for river water quality data interpolation
by: Rokhana Dwi Bekti, et al.
Published: (2025-02-01)
by: Rokhana Dwi Bekti, et al.
Published: (2025-02-01)
SPATIAL INSIGHTS INTO EARTHQUAKE STRENGTH: A SULAWESI CASE STUDY USING ORDINARY AND ROBUST KRIGING METHODS
by: Nanda Lailatul Humairah, et al.
Published: (2024-05-01)
by: Nanda Lailatul Humairah, et al.
Published: (2024-05-01)
PERBANDINGAN INTERPOLASI SPASIAL DENGAN METODE ORDINARY DAN ROBUST KRIGING PADA DATA SPASIAL BERPENCILAN (Studi Kasus: Curah Hujan di Kabupaten Karangasem)
by: NI MADE SUMA FRIDAYANI, et al.
Published: (2012-09-01)
by: NI MADE SUMA FRIDAYANI, et al.
Published: (2012-09-01)
Kriging Methodology for Uncertainty Quantification in Computational Electromagnetics
by: Stephen Kasdorf, et al.
Published: (2024-01-01)
by: Stephen Kasdorf, et al.
Published: (2024-01-01)
Flight Load Calculation Using Neural Network Residual Kriging
by: Qi Yan, et al.
Published: (2023-06-01)
by: Qi Yan, et al.
Published: (2023-06-01)
Spatio-Temporal Dual Kriging with Adaptive Coefficient Drift Function
by: Chalida Kongsanun, et al.
Published: (2024-01-01)
by: Chalida Kongsanun, et al.
Published: (2024-01-01)
Facies-Constrained Kriging Interpolation Method for Parameter Modeling
by: Zhenbo Nie, et al.
Published: (2024-12-01)
by: Zhenbo Nie, et al.
Published: (2024-12-01)
A generative deep neural network as an alternative to co-kriging
by: Herbert Rakotonirina, et al.
Published: (2024-12-01)
by: Herbert Rakotonirina, et al.
Published: (2024-12-01)
Active Learning-Based Kriging Model with Noise Responses and Its Application to Reliability Analysis of Structures
by: Junho Chun
Published: (2024-01-01)
by: Junho Chun
Published: (2024-01-01)
Using Universal Kriging for Spatiotemporal Data of Soil Pollution with Metals in Al Karama Industrial Area in Mosul City
by: Mai Hussein Ali, et al.
Published: (2023-10-01)
by: Mai Hussein Ali, et al.
Published: (2023-10-01)
Antenna Modeling Using Variable-Fidelity EM Simulations and Constrained Co-Kriging
by: Anna Pietrenko-Dabrowska, et al.
Published: (2020-01-01)
by: Anna Pietrenko-Dabrowska, et al.
Published: (2020-01-01)
An Informative Prior of Bayesian Kriging Approach for Monthly Rainfall Interpolation in East Java
by: Rismania Hartanti Putri Yulianing Damayanti, et al.
Published: (2025-06-01)
by: Rismania Hartanti Putri Yulianing Damayanti, et al.
Published: (2025-06-01)
Kriging-Based Variable Screening Method for Aircraft Optimization Problems with Expensive Functions
by: Yadong Wang, et al.
Published: (2025-06-01)
by: Yadong Wang, et al.
Published: (2025-06-01)
Kriging algorithm for mapping the gravimetric data in the north of Algeria
by: Ilies Benikhlef, et al.
Published: (2024-06-01)
by: Ilies Benikhlef, et al.
Published: (2024-06-01)
Bayesian Melding of Deterministic Models and Kriging for Analysis of Spatially Dependent Data
by: N. Mahdiyanfard, et al.
Published: (2015-07-01)
by: N. Mahdiyanfard, et al.
Published: (2015-07-01)
Dispersion Curve Interpolation Based on Kriging Method
by: Han Zhang, et al.
Published: (2023-02-01)
by: Han Zhang, et al.
Published: (2023-02-01)
CLASSIFICATION OF STUNTING USING GEOGRAPHICALLY WEIGHTED REGRESSION-KRIGING CASE STUDY: STUNTING IN EAST JAVA
by: Atiek Iriany, et al.
Published: (2023-04-01)
by: Atiek Iriany, et al.
Published: (2023-04-01)
Assessing SPI-3 months spatial variation using Kriging, Case study, Fars province
by: Homa Razmkhah
Published: (2023-02-01)
by: Homa Razmkhah
Published: (2023-02-01)
An Adaptive Moving Window Kriging Based on K-Means Clustering for Spatial Interpolation
by: Nattakan Supajaidee, et al.
Published: (2024-01-01)
by: Nattakan Supajaidee, et al.
Published: (2024-01-01)
Modeling Spatio-Temporal Precipitation Patterns in East Kalimantan using Space-Time Kriging and Median Polish-Based Spatio-Temporal Kriging
by: Friendtika Miftaqul Jannah, et al.
Published: (2025-07-01)
by: Friendtika Miftaqul Jannah, et al.
Published: (2025-07-01)
Comparison of Random Forest and Kriging Models for Soil Organic Carbon Mapping in the Himalayan Region of Kashmir
by: Iqra Farooq, et al.
Published: (2022-12-01)
by: Iqra Farooq, et al.
Published: (2022-12-01)
Spatio-Temporal Kriging of Air Temperature for Evaporation Estimation
by: Dlouhá Dagmar, et al.
Published: (2025-09-01)
by: Dlouhá Dagmar, et al.
Published: (2025-09-01)
A Stabilized Kriging Method for Mapping Disease Rates
by: Che-Chia Hsu, et al.
Published: (2023-04-01)
by: Che-Chia Hsu, et al.
Published: (2023-04-01)
COMPARISON OF ORDINARY AND UNIVERSAL KRIGING INTERPOLATION TECHNIQUES ON A DEPTH VARIABLE (A CASE OF LINEAR SPATIAL TREND), CASE STUDY OF THE ŠANDROVAC FIELD
by: Ivana Mesić Kiš
Published: (2016-06-01)
by: Ivana Mesić Kiš
Published: (2016-06-01)
The quasi-fiducial model selection for Kriging model
by: Chen Fan, et al.
Published: (2025-07-01)
by: Chen Fan, et al.
Published: (2025-07-01)
Model Selection for the Mean Function of Kriging Models
by: Najlaa Sadeek Yahya, et al.
Published: (2025-10-01)
by: Najlaa Sadeek Yahya, et al.
Published: (2025-10-01)
A stabilized spatiotemporal kriging method for disease mapping and application to male oral cancer and female breast cancer in Taiwan
by: Dai-Rong Tsai, et al.
Published: (2022-10-01)
by: Dai-Rong Tsai, et al.
Published: (2022-10-01)
Forecasting and Mapping Coffee Borer Beetle Attacks Using GSTAR-SUR Kriging and GSTARX-SUR Kriging Models
by: Henny Pramoedyo, et al.
Published: (2020-12-01)
by: Henny Pramoedyo, et al.
Published: (2020-12-01)
Two-Dimensional Mapping of Ionospheric Total Electron Content over the Philippines Using Kriging Interpolation
by: Vincent Louie L. Maglambayan, et al.
Published: (2022-10-01)
by: Vincent Louie L. Maglambayan, et al.
Published: (2022-10-01)
CONTRIBUTION TO TERMINOLOGY AND APPLICATION OF NEW GEOSTATISTICAL MAPPING METHODS IN CROATIA - UNIVERSAL KRIGING
by: Ivana Mesić Kiš
Published: (2017-01-01)
by: Ivana Mesić Kiš
Published: (2017-01-01)
Comparing Kriging Estimators Using Weather Station Data and Local Greenhouse Sensors
by: Pei-Fen Kuo, et al.
Published: (2021-03-01)
by: Pei-Fen Kuo, et al.
Published: (2021-03-01)
Kriging Interpolation for Constructing Database of the Atmospheric Refractivity in Korea
by: Doyoung Jang, et al.
Published: (2024-06-01)
by: Doyoung Jang, et al.
Published: (2024-06-01)
Similar Items
-
A Hybrid Regression–Kriging–Machine Learning Framework for Imputing Missing TROPOMI NO<sub>2</sub> Data over Taiwan
by: Alyssa Valerio, et al.
Published: (2025-06-01) -
Life cycle assessment of metal powder production: a Bayesian stochastic Kriging model-based autonomous estimation
by: Haibo Xiao, et al.
Published: (2024-10-01) -
STOCHASTIC MODEL UPDATING BASED ON THE KRIGING MODEL AND WAVELET PACKET ENERGY SPECTRUM (MT)
by: SUN YongPeng, et al.
Published: (2023-01-01) -
Review of Dace-Kriging Metamodel
by: Muzaffer Balaban
Published: (2023-04-01) -
A Spatiotemporal Analysis of Humidity Pattern in Bali using Space-Time Kriging with Seasonal Drift
by: Salma Fitri Nugroho, et al.
Published: (2025-07-01)
