Collected papers on Heatwaves:
For QG project
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HW Forecast
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Using EOF
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Impacts of HW
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HW simulation
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Heat stress
All papers
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1. 2019_USAID-ATLAS_Heat-Waves-and-Human-Health.pdf
2. An Approach to Quantify the Heat Wave Strength and Price a Heat Derivative for Risk Hedging.pdf
3. An Observational Investigation of SpatiotemporallyContiguous Heatwaves in China From a 3D Perspective.pdf
4. An underestimated record breaking event – why summer 1540 was likely warmer than 2003.pdf
5. Binder_et_al-2017-Geophysical_Research_Letters.pdf
6. Climate Change and Extreme Heat Events.pdf
7. Computation of extreme heat waves in climate models using a large deviation algorithm.pdf
8. Consistent geographical patterns of changes in high-impact European heatwaves-Fischer-Schaer-NatureGeo2010.pdf
9. D3-5-Alexander_heatwaves-PPT.pdf
10. DENSITY ESTIMATION FOR STATISTICS AND DATA ANALYSIS.pdf
11. Data_Descriptor_CHC_CMIP6_climate_projection_dataset.pdf
12. Deadly heat waves projected in the densely populated agricultural regions of South Asia.pdf
13. Defining heatwaves- heatwave defined as a heatimpact event servicing all community and business sectors in Australia .pdf
14. Defining heatwaves- heatwave defined as a heatimpact event servicing all community and business sectors in Australia.pdf
15. Defining the impacts of climate change on extreme events.pdf
16. Diverse Characteristics of U.S. Summer Heat Waves.pdf
17. Global Heat Wave Hazard Considering Humidity Effects during the 21st Century.pdf
18. Global climate change- impact of heat waves under different definitions on daily mortality in Wuhan, China.pdf
19. HEAT WAVES AND HUMAN HEALTH.pdf
20. Heat wave characteristics in the eastern Mediterranean and Middle East using extreme value theory copy.pdf
21. Heat wave characteristics in the eastern Mediterranean and Middle East using extreme value theory.pdf
22. Heat wave flash droughts in decline.pdf
23. Heat waves analysis over France in present and future climate- Application of a new method on the EURO-CORDEX ensemble.pdf
24. Heat waves in Africa 1981–2015, observations and reanalysis.pdf
25. Heat_Waves_and_Climate_Change.pdf
26. Heatwave Early Warning Systems and Adaptation Advice to Reduce Human Health Consequences of Heatwaves.pdf
27. Heatwave and health impact research- A global review.pdf
28. Heatwave defined as a heat impact event for all community and emergency sectors in Australia.pdf
29. Heatwave events and increasing temperatures in South Africa-PPT.pdf
30. Heatwave plan for England.pdf
31. Heatwaves & Global climate change.pdf
32. Heatwaves Climate Change Impact Snapshot.pdf
33. Heatwaves in Southeast Asia and Their Changes in a Warmer World.pdf
34. Heatwaves- adapting to climate change.pdf
35. High-resolution dynamically downscaled projections of future extreme temperatures, heatwaves and exposure in Southeast Asia.pdf
36. High-resolution simulation of heatwave events in New York City.pdf
37. Horton2016_Article_AReviewOfRecentAdvancesInResea.pdf
38. Impacts of El Niño–Southern Oscillation on heat waves in the Indochina peninsula.pdf
39. Impacts of heat waves and corresponding measures- a review.pdf
40. Introduction to Heat Wave Indices-PPT.pdf
41. Maximum Temperatures and Heat Waves in Mexicali, Mexico- Trends and Threshold Analysis.pdf
42. My_Collected_IDXs.docx
43. Observed coherent changes in climatic extremes during the second half of the twentieth century-frich2002.pdf
44. Performance of Excess Heat Factor Severity as a Global Heatwave Health Impact Index.pdf
45. Preventing heat-related deaths- The urgent need for a global early warning system for heat.pdf
46. Primary Factors behind the Heavy Rain Event of July 2018 and the Subsequent Heatwave in Japan from Mid-July Onward.pdf
47. Projections of rising heat stress over the western Maritime Continent from dynamically downscaled climate simulations.pdf
48. Quantifying excess deaths related to heatwaves under climate change scenarios- A multicountry time series modelling study.pdf
49. References.docx
50. Roadmap for Planning Heatwave Management in India.pdf
51. Russo_2015_Environ._Res._Lett._10_124003.pdf
52. Russo_2015_Top ten European heatwaves since 1950 and their occurrence in the coming decades.pdf
53. Russo_et_al-2014-Magnitude of extreme heat waves in present climate and their projection in a warming world.pdf
54. Socio-Economic Impacts of Heat Wave in Sindh.pdf
55. Southern Africa Summer Drought and Heat Waves- Observations and Coupled Model Behavior.pdf
56. Spatial and Temporal Characteristics of High-Temperature Heat Wave Disasters in Chongqing China.pdf
57. Spatial and Temporal Characteristics of High-Temperature Heat Wave Disasters in Chongqing.pdf
58. Spatial patterns of health vulnerability to heatwaves in Vietnam.pdf
59. Spatio-temporal evolution of heat waves severity and expansion across the Iberian Peninsula and Balearic islands.pdf
60. Spatiotemporal Characteristics and Physical Drivers ofHeatwaves in India.pdf
61. Spatiotemporal characterization of heatwave exposure across historically vulnerable communities.pdf
62. Special Climate Statement 67—an extreme heatwave on the tropical Queensland coast.pdf
63. Special Climate Statement 68—widespread heatwaves during December 2018 and January 2019.pdf
64. Substantial increase in concurrent droughts and heatwaves in the United States.pdf
65. Synoptic Analysis and Subseasonal Predictability of an Early Heatwave in the Eastern Mediterranean.pdf
66. Synoptic characteristics, atmospheric controls, and long-term changes of heat waves over the Indochina Peninsula.pdf
67. Synthesis Summary_Heatwaves_web.pdf
68. THE HEAT IS ON- CLIMATE CHANGE, EXTREME HEAT AND BUSHFIRES IN WESTERN AUSTRALIA.pdf
69. The Excess Heat Factor as a metric for heat-related fatalities- defining heatwave risk categories-ajem-31-04-13.pdf
70. The characterization, mechanism, predictability, and impacts of the unprecedented 2023 Southeast Asia heatwave.pdf
71. The development of a heat wave vulnerability index for London, United Kingdom.pdf
72. The effect of hot days on occupational heat stress in the manufacturing industry- implications for workers’ well-being and productivity.pdf
73. The social impacts of heat waves.pdf
74. The spatial-temporal patterns of heatwave hazard impacts on wheat in northern China under extreme climate scenarios.pdf
75. The unprecedented coupled ocean-atmosphere summer heatwave in the New Zealand region 2017:18- drivers, mechanisms and impacts.pdf
76. Top ten European heatwaves since 1950 and their occurrence in the coming decades-Russo_Top10_Heatwaves_ERL2015.pdf
77. Understanding spatiotemporal variation of heatwave projections across US cities.pdf
78. Williams_etal_2024_High_resolution_climate_change_observations_and_projections_for_the_evaluation_of_heat-related_extremes.pdf
79. Worsening of heat stress due to global warming in South Korea based on multi-RCM ensemble projections.pdf
80. Zschenderlein_heatwave_weather.pdf
81. draft_Proof_hi.pdf
82. s41612-025-01055-3.pdf
Directly for QG:
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83. A machine learning model that outperforms conventional global subseasonal forecast models.pdf
84. A review on the scientific understanding of heatwaves—Their measurement, driving mechanisms, and changes at the global scale.pdf
85. Advances in the Subseasonal Prediction of Extreme Events.pdf
86. Advancing Subseasonal Surface Air Temperature and Heat Wave Prediction Skill in China by Incorporating Scale Interaction in a Deep Learning Model.pdf
87. Artificial neural networks (the multilayer perceptron)—a review of applications in the atmospheric sciences.pdf
88. Changes in regional heatwave characteristics as a function of increasing global temperature.pdf
89. Climate Change Effects on Heat Waves and Future Heat Wave-Associated IHD Mortality in Germany.pdf
90. Data Descriptor- GHWR, a multimethod global heatwave and warm-spell record and toolbox.pdf
91. Decoding sub-seasonal predictors of extreme heat with interpretable machine learning.pdf
92. Deep Sparse Rectifier Neural Networks.pdf
93. Deep learning improves sub-seasonal marine heatwave forecast.pdf
94. Defining heatwaves- heatwaves defined as a heat impact event servicing all community and business sectors in Australia.pdf
95. Developing a seasonal-adjusted machine-learning-based hybrid time‑series model to forecast heatwave warning.pdf
96. Dynamical and Machine Learning Hybrid Seasonal Prediction of Summer Rainfall in China.pdf
97. Fischer-Schaer-NatureGeo2010-Consistent geographical patterns of changes in high-impact European heatwaves.pdf
98. Heat waves in the United States- definitions, patterns and trends.pdf
99. Hybrid (dynamical-statistical) models to improve seasonal drought 2 prediction- application to regional meteorological droughts in China.pdf
100. Improving Subseasonal Forecasting in the Western U.S. with Machine Learning.pdf
101. Improving sub-seasonal hydrological forecasts utilizing the randomness in Deep Learning models.pdf
102. Improving the Prediction of the East Asian Summer Monsoon- New Approaches.pdf
103. Increasing frequency, intensity and duration of observed global heatwaves and warm spells.pdf
104. Neural Networks for Postprocessing Ensemble Weather Forecasts.pdf
105. On the Definition of a Heat Wave.pdf
106. On the Measurement of Heat Waves.pdf
107. Pezza2012_Severe heat waves in Southern Australia- synoptic climatology and large scale connections.pdf
108. Prediction skill of Sahelian heatwaves out to subseasonal lead times and importance of atmospheric tropical modes of variability.pdf
109. Russo_et_al-2014-Journal_of_Geophysical_Research__Atmospheres.pdf
110. Seasonal heatwave forecasting with explainable machine learning and remote sensing data.pdf
111. Subseasonal Prediction of Central European Summer Heatwaves with Linear and Random Forest Machine Learning Models.pdf
112. Subseasonal predictability of onset, duration, and intensity of European heat extremes.pdf
113. Subseasonal to Seasonal (S2S) Prediction Algorithms Using Hybrid Machine Learning Techniques.pdf
114. The 2021 Western North American Heatwave and Its Subseasonal Predictions.pdf
115. The Excess Heat Factor- A Metric for Heatwave Intensity and Its Use in Classifying Heatwave Severity.pdf
116. The role of atmospheric dynamics and large‐scale topography in driving heatwaves.pdf
117. Time-sensitive analysis of a warming climate on heat waves in Saudi Arabia- Temporal patterns and trends.pdf
118. Zschenderlein_2018.pdf
119. Zschenderlein_2019.pdf
120. zampieri2016 Global assessment of heat wave magnitudes from 1901 to 2010 and implications for the river discharge of the Alps.pdf
Heatwave Forecast:
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121. 2020_Xie et al_Sources of Subseasonal Prediction Skill for Heatwaves over the Yangtze River Basin Revealed from Three S2S Models.pdf
122. 2023_Domeisen et al_Prediction and projection of heatwaves.pdf
123. 2025_Mandal et al_Heat waves in India- patterns, associations, and subseasonal prediction skill.pdf
124. A Heat Wave Forecast System for Europe.pdf
125. A machine learning model that outperforms conventional global subseasonal forecast models.pdf
126. A new view of heat wave dynamics and predictability over the eastern Mediterranean.pdf
127. Adaptive bias correction for improved subseasonal forecasting-Supplementary.pdf
128. Adaptive bias correction for improved subseasonal forecasting.pdf
129. Advances in the Subseasonal Prediction of Extreme Events.pdf
130. Advancing Subseasonal Surface Air Temperature and Heat Wave Prediction Skill in China by Incorporating Scale Interaction in a Deep Learning Model.pdf
131. Advancing Subseasonal Surface Air Temperature and HeatWave Prediction Skill in China by Incorporating ScaleInteraction in a Deep Learning Model.pdf
132. Book_Chapter_5_A Case Study on the Prediction of Heatwave Days Using Machine Learning Algorithms over Telangana.pdf
133. Climate model-driven seasonal forecasting approach with deep learning.pdf
134. Correcting Subseasonal Forecast Errors with an Explainable ANN to Understand Misrepresented Sources of Predictability of European Summer Temperatures.pdf
135. Decoding sub-seasonal predictors of extreme heat with interpretable machine learning.pdf
136. Deep Learning-Based Extreme Heatwave Forecast.pdf
137. Deep learning improves sub-seasonal marine heatwave forecast.pdf
138. Developing a seasonal-adjusted machine-learning-based hybrid time-series model to forecast heatwave warning.pdf
139. Developing a seasonal-adjusted machine-learning-based hybrid time‑series model to forecast heatwave warning.pdf
140. Evaluation of an Early-Warning System for Heat Wave-Related Mortality in Europe- Implications for Sub-seasonal to Seasonal Forecasting and Climate Services.pdf
141. Evaluation of heat wave forecasts seamlessly across subseasonal timescales.pdf
142. Extended-range prediction of a heat wave event over the Yangtze River Valley- role of intraseasonal signals.pdf
143. Extremal Dependence Indices- Improved Verification Measures for Deterministic Forecasts of Rare Binary Events.pdf
144. Extreme heat prediction through deep learning and explainable AI.pdf
145. Extreme heat wave sampling and prediction with analog Markov chain and comparisons with deep learning.pdf
146. Forecasting West African Heat Waves at Subseasonal and Seasonal Time Scales.pdf
147. Forecasting springtime Sahelian heat waves at seasonal and sub-seasonal time scales.pdf
148. Global Extreme Heat Forecasting Using Neural Weather Models-1.pdf
149. Global extreme heat forecasting using neural weather models.pdf
150. Heatwave Early Warning Systems and Adaptation Advice to Reduce Human Health Consequences of Heatwaves.pdf
151. Higher Subseasonal Predictability of Extreme Hot European Summer Temperatures as Compared to Average Summers.pdf
152. Higher subseasonal predictability of extreme hot 2 European summer temperatures as compared to 3 average summers.pdf
153. Improved Subseasonal Heatwave Forecasting Using Deep Learning Architectures.pdf
154. Long vs. Short- Understanding the dynamics of persistent summer hot spells in Europe.pdf
155. Machine Learning to improve and understand sub-seasonal forecasts of European temperature.pdf
156. Marine Heatwaves in the Mediterranean Sea- A Convolutional Neural Network study for extreme event prediction.pdf
157. Maximizing the Impact of Deep Learning on Subseasonal-to-Seasonal Climate Forecasting- The Essential Role of Optimization.pdf
158. PPT-The predictability of European heat waves.pdf
159. Pattern-based forecasting enhances the prediction skill of European heatwaves into the sub-seasonal range.pdf
160. Predictability of the European heat and cold waves.pdf
161. Prediction skill of Sahelian heatwaves out to subseasonal lead times and importance of atmospheric tropical modes of variability.pdf
162. Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data.pdf
163. Rare event algorithm study of extreme warm summers and heatwaves over Europe.pdf
164. Real time extended range prediction of heat waves over India.pdf
165. Seasonal Heatwave Forecasting with Explainable Machine Learning and Remote Sensing Data.pdf
166. Seasonal prediction of European summer heatwaves.pdf
167. Skillful Subseasonal Prediction of U.S. Extreme Warm Days and Standardized Precipitation Index in Boreal Summer.pdf
168. Skillful subseasonal ensemble predictions of heat wave onsets through better representation of land surface uncertainties.pdf
169. Subseasonal Prediction of Central European Summer Heatwaves with Linear and Random Forest Machine Learning Models.pdf
170. Subseasonal Prediction of Heat‐Related Mortality in Switzerland.pdf
171. Subseasonal forecasts of heat waves in West African cities.pdf
172. Subseasonal predictability of onset, duration, and intensity of European heat extremes.pdf
173. Subseasonal to Seasonal Prediction Project- Bridging the Gap between Weather and Climate.pdf
174. Synoptic Analysis and Subseasonal Predictability of an Early Heatwave in the Eastern Mediterranean.pdf
175. The graded heat-health risk forecast and early warning with full-season coverage across China- a predicting model development and evaluation study.pdf
176. Valuation of a Heatwave Early Warning System for Mitigating Risks Associated with Heat-Related Illness in Central Vietnam .pdf
177. What makes a marine heatwave forecast useable, useful and used?.pdf
Using EOFs:
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178. A machine learning model that outperforms conventional global subseasonal forecast models.pdf
179. A novel framework for spatio‑temporal prediction of environmental data using deep learning.pdf
180. Applications of machine learning to predict seasonal precipitation for East Africa.pdf
181. Basin scale wind-wave prediction using empirical orthogonal function analysis and neural network models.pdf
182. Principal component analysis–artificial neural network‑based model for predicting the static strength of seasonally frozen soils.pdf
183. Spatiotemporal Forecasting in Climate Data Using EOFs and Machine Learning Models- A Case Study in Chile
184. Subseasonal Prediction of Central European Summer Heatwaves with Linear and Random Forest Machine Learning Models.pdf
185. Various ways of using empirical orthogonal functions for climate model evaluation.pdf
Impacts of Heatwave:
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186. Changes in global heat waves and its socioeconomic exposure in a warmer future.pdf
187. Heatwave and health impact research- A global review.pdf
188. Impact of heatwaves on all-cause mortality in India- A comprehensive multi-city study.pdf
189. The multidimensional impacts of heatwaves on human ecosystems- A systematic literature review and future research direction.pdf
Heatwave Simulations:
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190. A global assessment of marine heatwaves and their drivers.pdf
191. Global emergence of regional heatwave hotspots outpaces climate model simulations.pdf
192. Heat wave characteristics- evaluation of regional climate model performances for Germany.pdf
193. Heatwave Early Warning Systems and Adaptation Advice to Reduce Human Health Consequences of Heatwaves.pdf
194. Identification and Analysis of Heatwave Events Considering Temporal Continuity and Spatial Dynamics.pdf
195. Understanding spatiotemporal variation of heatwave projections across US cities.pdf
Heat Stress:
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196. 08-Luxembourg.pdf
197. 2019_VNU_Implementation of Tropical Cyclone Detection Scheme to CCAM model for Seasonal Tropical Cyclone Prediction over the Vietnam East Sea.pdf
198. A STUDY OF HEAT STRESS EXPOSURES AND INTERVENTIONS FOR MINE RESCUE WORKERS.pdf
199. An adaptability limit to climate change due to heat stress.pdf
200. Assessing Climate Change and Heat Stress Responses in the Tarai Region of Nepal.pdf
201. Assessing heat-related health risk in Europe via the Universal Thermal Climate Index (UTCI).pdf
202. Calculating Workplace WBGT from Meteorological Data- A Tool for Climate Change Assessment.pdf
203. Calibration of Heat Stress Monitor and its Measurement Uncertainty.pdf
204. Challenges in Selecting an Appropriate Heat Stress Index to Protect Workers in Hot and Humid Underground Mines.pdf
205. Climate Variability and Heat Stress Index have Increasing Potential Ill-health and Environmental Impacts in the East London, South Africa .pdf
206. Climate Variability and Heat Stress Index have Increasing Potential Ill-health and Environmental Impacts in the East London, South Africa.pdf
207. Climate projections of a multi-variate heat stress index- the role of downscaling and bias correction.pdf
208. Comparative evaluation of human heat stress indices on selected hospital admissions in Sydney, Australia.pdf
209. Computer calculation and analysis of the P4SR heat-stress index.pdf
210. DETERMINATION OF THE OPTIMUM STRESS INDEX AT A FOUNDRY .pdf
211. Effects of Heat Stress on Working Populations when Facing Climate Change.pdf
212. Estimating heat stress from climate-based indicators- present-day biases and future spreads in the CMIP5 global climate model ensemble.pdf
213. Factors of subjective heat stress of urban citizens in contexts of everyday life.pdf
214. HEAT STRESS INDICES- A REVIEW PAPER.pdf
215. HEAT–HEALTH ACTION PLANS.pdf
216. Health impact of climate change on occupational health and productivity in Thailand.pdf
217. Heat index trends and climate change implications for occupational heat exposure in Da Nang, Vietnam.pdf
218. Heat, Human Performance, and Occupational Health- A Key Issue for the Assessment of Global Climate Change Impacts.pdf
219. Implementation and comparison of a suite of heat stress metrics within the Community Land Model version 4.5.pdf
220. Increasing frequency, intensity and duration of observed global heatwaves and warm spells-perkins2012.pdf
221. Kestrel Heat Index Reference Guide Celsius.pdf
222. Spatial Distribution and Trends of Heat Stress in Vietnam.pdf
223. Temperature-Humidity Indices as Indicators to Heat Stress of Climatic Conditions with Relation to Production and Reproduction of Farm Animals.pdf
224. The Construction and Validation of the Heat Vulnerability Index, a Review.pdf
225. Thermal Comfort and the Heat Stress Indices (macbooks-MacBook-Air.local's conflicted copy 2019-07-05).pdf
226. Thermal Comfort and the Heat Stress Indices.pdf
227. Thermal Indices and Thermophysiological Modeling for Heat Stress.pdf
228. Thermal Work Limits Conversion Booklet.pdf
229. VULNERABILITY TO HEAT STRESS- SCENARIO IN WESTERN INDIA .pdf
230. [Journal of Applied Meteorology and Climatology] A Universal Scale of Apparent Temperature.pdf
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