Application of Shannon Entropy in Assessing Changes in Precipitation Conditions and Temperature Based on Long-Term Sequences Using the Bootstrap Method DOI Creative Commons
Bernard Twaróg

Atmosphere, Journal Year: 2024, Volume and Issue: 15(8), P. 898 - 898

Published: July 27, 2024

This study delves into the application of Shannon entropy to analyze long-term variability in climate data, specifically focusing on precipitation and temperature. By employing data from 1901 2010 across 377 catchments worldwide, we investigated dynamics variables using generalized extreme value (GEV) distribution measures. The methodology hinged robust bootstrap technique accommodate inherent uncertainties climatic enhancing reliability our estimates. Our analysis revealed significant trends values, suggesting variations unpredictability complexity behavior over past century. These were critically assessed non-parametric tests discern underlying patterns potential shifts extremes. results underscore profound implications understanding aiding prediction future conditions. research not only confirms utility climatological studies but also highlights its complex chaotic systems. study’s findings are vital for developing adaptive strategies response evolving nature extremes, thus contributing more informed decision-making environmental management policy formulation.

Language: Английский

Flood vulnerability assessment in the flood prone area of Khyber Pakhtunkhwa, Pakistan DOI Creative Commons
Muhammad Ibrahim, Aidi Huo, Waheed Ullah

et al.

Frontiers in Environmental Science, Journal Year: 2024, Volume and Issue: 12

Published: Jan. 19, 2024

Floods are among the most destructive natural disasters, causing extensive damage to human lives, property, and environment. Pakistan is susceptible calamities, such as floods, resulting in millions of people being impacted yearly. It has been demonstrated that flood severity rising may continue escalate coming years because climate change-induced changes monsoon precipitation country. Given country’s exposure flooding, it essential assess vulnerability floods prepare for mitigate their impact Pakistan. This study provides a new conceptual framework assessing risk Charsadda, flood-prone district evaluates settlements based on four indicators: population density, average gross domestic product (GDP) land, distance between rivers, land use cover (LULC). The analytical hierarchy process (AHP) technique was integrated with geographical information system (GIS) level area. results reveal higher degree region. spatial pattern vulnerable areas reveals significant connection high-risk densely populated during different seasons. further more than 60% area arable highly flood. land-use setup show high extremely values normalized threshold 0.3–0.4, respectively. an in-depth comprehensive analysis chosen indicators, evaluation methods, results, making this valuable contribution field assessment. findings also include thematic maps related stakeholders effective management

Language: Английский

Citations

9

Evaluation and Projection of Temperatures Over Pakistan: Insights from the Downscaled NEX-GDDP-CMIP6 Models DOI Creative Commons
Muhammad Aslam Baig, Peng Cui, Safi Ullah

et al.

Earth Systems and Environment, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 15, 2025

Language: Английский

Citations

1

An increasing trend in daily monsoon precipitation extreme indices over Pakistan and its relationship with atmospheric circulations DOI Creative Commons
Waheed Ullah,

Aisha Karim,

Sami Ullah

et al.

Frontiers in Environmental Science, Journal Year: 2023, Volume and Issue: 11

Published: Sept. 8, 2023

This study assessed spatiotemporal trends in daily monsoon precipitation extremes at seasonal and sub-seasonal scales (June, July, August, September) their links with atmospheric circulations over Pakistan. The used observed data from fifty in-situ stations reanalysis products the European Centre for Medium-Range Weather Forecasts (ECMWF) National Centers Environmental Prediction/the Center Atmospheric Research (NCEP/NCAR) during 1981–2018. A suite of seven extreme indices non-parametric statistical techniques were to infer frequency intensity indices. An increase overall was evident, a maximum tendency country’s northwestern (z-score=>2.5), central, eastern (z-score > 4) monsoon-dominant parts. northern southwestern parts country exhibited slight decrease <–2) intensity. Sen’s Slope estimator (SSE) shows an western (0.20 days) indicating shift maxima precipitation. regional wet days (R1 mm) higher values mMK (3.71) SSE (0.3) region 2 Similar results moderate are evident except regions 1 3. 1-day increased 3 (mMK: 1.39, SSE: 2.32). extremely (R99p TOT) has all 1. temporal mutations showed dynamic changes, clearly reflecting historical events. negatively correlated altitude (R = −0.00039). probability density function (PDF) significant June September probabilistic positive July August. intensified mid-latitude westerlies subtropical zonal easterlies teleconnections, strengthening trough, land-ocean thermal contrast potential drivers increasing trend extremes. current could serve as benchmark future researchers policymakers devise effective mitigation strategies sustainable development.

Language: Английский

Citations

21

Augmented human thermal discomfort in urban centers of the Arabian Peninsula DOI Creative Commons
Safi Ullah,

Abdullah Aldossary,

Waheed Ullah

et al.

Scientific Reports, Journal Year: 2024, Volume and Issue: 14(1)

Published: Feb. 17, 2024

Abstract Anthropogenic climate change has amplified human thermal discomfort in urban environments. Despite the considerable risks posed to public health, there is a lack of comprehensive research, evaluating spatiotemporal changes and its characteristics hot-hyper arid regions, such as Arabian Peninsula (AP). The current study analyzes categories their AP, using newly developed high-resolution gridded ERA5-HEAT (Human thErmAl comforT) dataset for period 1979–2022. In addition, assesses interplay between Universal Thermal Climate Index (UTCI) El Niño-Southern Oscillation (ENSO) indices period. results reveal significant increase characteristics, with higher spatial variability AP region. major centers southwestern, central, southeastern parts have experienced increases (0.4–0.8 °C), frequency intensity stress during temporal distribution demonstrates linear UTCI frequencies intensities, particularly from 1998 onward, signifying transition towards hotter characterized by frequent, intense, prolonged heat conditions. Moreover, ENSO exhibit dipole pattern correlation positive (negative) southwestern (eastern parts) AP. study’s findings suggest that policymakers planners need prioritize health well-being AP’s areas, especially vulnerable groups, implementing adaptation mitigation strategies, carefully designing future cities mitigate effects stress.

Language: Английский

Citations

8

Increasing monsoon precipitation extremes in relation to large-scale climatic patterns in Pakistan DOI
Azfar Hussain, Ishtiaq Hussain, Abolfazl Rezaei

et al.

Atmospheric Research, Journal Year: 2024, Volume and Issue: 309, P. 107592 - 107592

Published: July 20, 2024

Language: Английский

Citations

8

Ocean–atmosphere circulation coherences associated with temperature increase in Pakistan DOI Creative Commons
Azfar Hussain, Ishtiaq Hussain, Shaukat Ali

et al.

Environmental Research Letters, Journal Year: 2023, Volume and Issue: 18(9), P. 094028 - 094028

Published: Aug. 9, 2023

Abstract In recent decades, temperature variations have significantly affected the ecosystem and human livelihood in Pakistan. The wavelet analysis is employed to identify associations between regional change global teleconnections, i.e. Atlantic Multidecadal Oscillation (AMO), Arctic (AO), North (NAO), El Niño–Southern (ENSO), Pacific Decadal (PDO), Tropical Northern Index (TNA), Pacific/North American (PNA), Pattern (NP), Western (WP), Hemisphere Warm Pool (WHWP). This paper first uses monotonic modified Mann–Kendall Sen’s slope estimator compute changes Pakistan its homogenous climatic regions during 1960–2020. It found that has increased at 0.23 °C dec −1 last 62 years, which also higher than average increase. increase more evident region IV V spring 0.63 0.43 respectively, followed by summer autumn. Temperature sub-regions are mainly associated with NP, WP WHWP mean significant coherences. Overall, influenced multiple interactions of these combinations indicate integrated influence teleconnections can better explain changes. broader over NP + WHWP, Pacific-based (ENSO, PDO, PNA), Atlantic-based (AMO, AO, NAO) indices as revealed coherences 0.82, 0.82 0.72 respectively. Annually, AMO, TNA showed correlation magnitudes 0.44, 0.42 0.20 indicating modulation effect on combined impacts from various represent a considerable advancement accuracy country. These findings implications for policymakers terms planning policies light climate well atmospheric circulation variability.

Language: Английский

Citations

15

Exploring trends and variability of climate change indices in the agro‐ecological zones of Pakistan and their driving mechanisms DOI
Saadia Hina, Farhan Saleem,

Alina Hina

et al.

International Journal of Climatology, Journal Year: 2024, Volume and Issue: 44(10), P. 3589 - 3612

Published: July 5, 2024

Abstract Anthropogenic climate change induced weather and extremes have led to frequent heat waves, droughts floods threatening water resources food security for an agricultural country like Pakistan. Despite their significance, the trends variability of extreme temperature precipitation indices associated large‐scale drivers in agro‐ecological zones (AEZs) Pakistan remain unknown need urgent attention because abrupt change. The present study documents spatiotemporal variations together with elevation‐dependent over various AEZs period 42 years (1979–2020). Nonparametric Mann–Kendall (MK) Sen's slope (SS) estimator tests been employed trend estimation. Results indicated linearly increasing (warming) statistically significant Tmean, TNx, WSDI TR20 whereas decreasing (cooling) cool nights (−1.73 days·decade −1 ) cold spells (−1.28 ). spatial distribution depicts robust warming southwestern central while cooling northern zones. Regarding extremes, all shown (wetter) a increase PRCPTOT RX5day. stations subhumid received more compared other Elevation‐dependent exhibited positive (negative) relationship (warm) tails. Most weak, but association elevation except SDII. weakening South Asian subtropical upper‐level jet by high‐pressure system northeast resulted amplified land surface temperatures. However, patterns zonal winds indicate trough Pakistan's southern parts, warmer sea‐surface temperature, low sea‐level pressure easterly anomalies, favour moisture transport outcomes will be useful addressing climate‐induced disasters occurring

Language: Английский

Citations

6

Population Exposure Changes to Mean and Extreme Climate Events Over Pakistan and Associated Mechanisms DOI Creative Commons
Farhan Saleem, Wenxia Zhang, Saadia Hina

et al.

GeoHealth, Journal Year: 2023, Volume and Issue: 7(10)

Published: Oct. 1, 2023

The increasing prevalence of warmer trends and climate extremes exacerbate the population's exposure to urban settlements. This work investigated population changes mean extreme events in different Agro-Ecological Zones (AEZs) Pakistan associated mechanisms (1979-2020). Spatiotemporal temperatures revealed significant warming mainly over northern, northeastern, southern AEZs. In contrast, mean-to-extreme precipitation showed non-uniform patterns with a increase northeast Population (extreme) temperature increased two-fold during 2000-2020. AEZs settlements (i.e., Indus Delta, Northern Irrigated Plain, Barani/Rainfall) show maximum about 70-100 × 106 (person-days) reference period (1979-1999), which increases 140-200 person-days recent (2000-2020). addition, highest days also 40-200 2000-2020 than 1979-1999 (20-100 106) person-days. Relative are large (60%-90%) for across Pakistan, justifying spatial these zones. Overall, observed primarily attributed effect (50%) most except Plain R10 R20 events, where interaction takes lead. rapidly major could be more vulnerable due rapid urbanization growth near future.

Language: Английский

Citations

12

Spatiotemporal Runoff Analysis and Associated Influencing Factors in Chitral Basin, Pakistan DOI Open Access

Fatima Nawaz,

Tao Wang, Azfar Hussain

et al.

Water, Journal Year: 2023, Volume and Issue: 15(12), P. 2175 - 2175

Published: June 9, 2023

Global warming has accelerated climate and weather changes, impacting the regional water cycle. This study assesses temporal trends of seasonal annual runoff in Chitral River Basin (CRB) its responses to climatic factors (i.e., temperature, precipitation, Normalized Difference Vegetation Index (NDVI)) oceanic indices at large scales El Nino Southern Oscillation (ENSO), Indian Ocean Dipole (IOD), Pacific Decadal (PDO)). The non-parametric Mann–Kendall (MK) test, Sequential test (SQMK) Sen Slope (SS) is used evaluate magnitude. In contrast, wavelet analysis assess coherence. general, precipitation increases winter, summer autumn, whereas it decreases spring. temperature increased significantly winter spring, while a significant increase was evident. Annual NDVI increased, Water (NDWI) Snow (NDSI) decreased. Generally, inter-annual coherences with environmental factors, coherence NDVI. Monthly positive NDVI, negative correlation NDWI, NDSI. ENSO, IOD PDO show runoff. MWC findings indicate that prevailed interannual signals local Ocean, interdecadal are obvious Atlantic Ocean. results have implications for decision-makers seeking enhance resource planning, disaster prevention, mitigation, especially global intensification human activities influence hydroclimatic changes high altitudes.

Language: Английский

Citations

10

Nonstationarity assessment in extreme temperatures and its association with antecedent soil moisture levels across diverse climate zones in Pakistan DOI

Darakshan Naeem,

Rizwan Aziz, Mahnoosh Moghaddasi

et al.

Theoretical and Applied Climatology, Journal Year: 2025, Volume and Issue: 156(1)

Published: Jan. 1, 2025

Language: Английский

Citations

0