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3,966 Results Found

  • Article
  • Open Access
1 Citations
1,152 Views
22 Pages

The aim of the homogenization of climatic time series is to remove non-climatic biases from the observed data, which are caused by technical or environmental changes during the period of observations. This bias removal is generally more successful fo...

  • Article
  • Open Access
10 Citations
7,935 Views
19 Pages

18 July 2021

Time series of mean monthly temperature and total monthly precipitation are two of the climatic variables most easily obtained from weather station records. There are many studies analyzing historical series of these variables, particularly in the Sp...

  • Article
  • Open Access
19 Citations
4,916 Views
26 Pages

24 September 2022

The Mann–Kendall (MK) test was widely used to detect significant trends in hydrologic and climate time series (HCTS), but it cannot deal with significant autocorrelations in HCTS. To solve this problem, the modified MK (MMK) test and the over-w...

  • Article
  • Open Access
28 Citations
7,781 Views
21 Pages

Gap Filling for Historical Landsat NDVI Time Series by Integrating Climate Data

  • Wentao Yu,
  • Jing Li,
  • Qinhuo Liu,
  • Jing Zhao,
  • Yadong Dong,
  • Xinran Zhu,
  • Shangrong Lin,
  • Hu Zhang and
  • Zhaoxing Zhang

29 January 2021

High-quality Normalized Difference Vegetation Index (NDVI) time series are essential in studying vegetation phenology, dynamic monitoring, and global change. Gap filling is the most important issue in reconstructing NDVI time series from satellites w...

  • Article
  • Open Access
27 Citations
14,474 Views
14 Pages

Multi-Scale Entropy Analysis as a Method for Time-Series Analysis of Climate Data

  • Heiko Balzter,
  • Nicholas J. Tate,
  • Jörg Kaduk,
  • David Harper,
  • Susan Page,
  • Ross Morrison,
  • Michael Muskulus and
  • Phil Jones

6 March 2015

Evidence is mounting that the temporal dynamics of the climate system are changing at the same time as the average global temperature is increasing due to multiple climate forcings. A large number of extreme weather events such as prolonged cold spel...

  • Article
  • Open Access
4 Citations
1,575 Views
16 Pages

TAE Predict: An Ensemble Methodology for Multivariate Time Series Forecasting of Climate Variables in the Context of Climate Change

  • Juan Frausto Solís,
  • Erick Estrada-Patiño,
  • Mirna Ponce Flores,
  • Juan Paulo Sánchez-Hernández,
  • Guadalupe Castilla-Valdez and
  • Javier González-Barbosa

Climate change presents significant challenges due to the increasing frequency and intensity of extreme weather events. Mexico, with its diverse climate and geographic position, is particularly vulnerable, underscoring the need for robust strategies...

  • Article
  • Open Access
866 Views
19 Pages

23 September 2025

For the correct evaluation of climate trends and climate variability, it is important to remove non-climatic biases from the observed data. Such biases, referred to as inhomogeneities, occur for station relocations or changes in the instrumentation o...

  • Article
  • Open Access
7 Citations
4,768 Views
14 Pages

19 April 2021

The importance of high-resolution meteorological time-series data for detection of transformative changes in the climate system is unparalleled. These data sequences allow for a comprehensive study of natural and forced evolution of warming and cooli...

  • Article
  • Open Access
14 Citations
3,429 Views
17 Pages

3 September 2021

The removal of non-climatic biases, so-called inhomogeneities, from long climatic records needs sophistically developed statistical methods. One principle is that the differences between a candidate series and its neighbor series are usually analyzed...

  • Article
  • Open Access
2 Citations
2,192 Views
18 Pages

More Accurate Climate Trend Attribution by Using Cointegrating Vector Time Series Models

  • David B. Stephenson,
  • Alemtsehai A. Turasie and
  • Donald P. Cummins

8 August 2023

Adapting to human-induced climate change is becoming an increasingly important aspect of sustainable development. To be able to do this effectively, it is important to know how much human influence has contributed to observed climate trends. Climate...

  • Article
  • Open Access
24 Citations
6,197 Views
15 Pages

Climate Finance: Mapping Air Pollution and Finance Market in Time Series

  • Zheng Fang,
  • Jianying Xie,
  • Ruiming Peng and
  • Sheng Wang

Climate finance is growing popular in addressing challenges of climate change because it controls the funding and resources to emission entities and promotes green manufacturing. In this study, we determined that PM2.5, PM10, SO2, NO2, CO, and O3 are...

  • Article
  • Open Access
1 Citations
2,146 Views
22 Pages

Assessing Climate Influence on Spatiotemporal Dynamics of Macrophytes in Eutrophicated Reservoirs by Remotely Sensed Time Series

  • Leandro Fernandes Coladello,
  • Maria de Lourdes Bueno Trindade Galo,
  • Milton Hirokazu Shimabukuro,
  • Ivana Ivánová and
  • Joseph Awange

8 July 2022

The overgrowth of macrophytes is a recurrent problem within reservoirs of urbanized and industrialized areas, a condition triggered by the damming of rivers and other human activities. Although the occurrence of aquatic plants in waterbodies has been...

  • Article
  • Open Access
22 Citations
3,699 Views
29 Pages

6 April 2023

Long-time-series climate prediction is of great significance for mitigating disasters; promoting ecological civilization; identifying climate change patterns and preventing floods, drought and typhoons. However, the general public often struggles wit...

  • Article
  • Open Access
41 Citations
6,268 Views
25 Pages

21 February 2019

Climate variability is strongly influencing hydrological processes under complex weather conditions, and it should be considered to forecast reservoir inflow for efficient dam operation strategies. Large-scale climate indices can provide potential in...

  • Article
  • Open Access
15 Citations
3,524 Views
12 Pages

17 January 2023

Non-climatic reasons, such as station replacement and changing the measurement device and calculation method, may make climate data unrepresentative of the actual variation of the regional climate. Data quality control and homogenization tests for cl...

  • Article
  • Open Access
17 Citations
3,594 Views
13 Pages

14 June 2023

Indoor hydroponic greenhouses are becoming increasingly popular for sustainable food production. On the other hand, precise control of the climate conditions inside these greenhouses is crucial for the success of the crops. Time series deep learning...

  • Article
  • Open Access
9 Citations
2,882 Views
10 Pages

Time Series Analysis of Climate and Air Pollution Factors Associated with Atmospheric Nitrogen Dioxide Concentration in Japan

  • Takeshi Miyama,
  • Hiroshi Matsui,
  • Kenichi Azuma,
  • Chika Minejima,
  • Yasuyuki Itano,
  • Norimichi Takenaka and
  • Masayuki Ohyama

Nitrogen dioxide (NO2) is an air pollutant discharged from combustion of human activities. Nitrous acid (HONO), measured as NO2, is thought to impact respiratory function more than NO2. HONO and NO2 have an equilibrium relationship, and their reactio...

  • Article
  • Open Access
3,293 Views
35 Pages

Time Series Analysis of Dengue, Zika, and Chikungunya in Ecuador: Emergence Patterns, Epidemiological Interactions, and Climate-Driven Dynamics (1988–2024)

  • José Daniel Sánchez,
  • Carolina Álvarez Ramírez,
  • Emilio Cevallos Carrillo,
  • Juan Arias Salazar and
  • César Barros Cevallos

31 August 2025

Background: Ecuador presents a unique epidemiological laboratory for studying arboviral dynamics due to its diverse ecological zones and exposure to climatic variability. Methods: We conducted a comprehensive 36-year analysis (1988–2024) of den...

  • Article
  • Open Access
9 Citations
3,370 Views
18 Pages

Studies using drought index to examine return levels of drought can be classified into two approaches: univariate frequency analysis using annual series extracted from drought index time series and multivariate frequency analysis that simultaneously...

  • Article
  • Open Access
12 Citations
4,432 Views
19 Pages

28 December 2021

Evaluation of the impact of climate change on water bodies has been one of the most discussed open issues of recent years. The exploitation of satellite data for the monitoring of water surface temperatures, combined with ground measurements where av...

  • Article
  • Open Access
19 Citations
4,624 Views
26 Pages

Climatic Trends of Variable Temperate Environment: A Complete Time Series Analysis during 1980–2020

  • Bilal Ahmad Lone,
  • Sameera Qayoom,
  • Aijaz Nazir,
  • Shafat Ahmad Ahanger,
  • Umer Basu,
  • Tauseef Ahmad Bhat,
  • Zahoor Ahmad Dar,
  • Muntazir Mushtaq,
  • Ayman El Sabagh and
  • Rasha Fathallah El-Agamy
  • + 2 authors

The western Himalayan region is susceptible to minor climate changes because of its fragile ecology, which might threaten the valley’s prestigious ecosystems and socio-economic components. The Himalayas’s local climate and weather are vul...

  • Article
  • Open Access
12 Citations
3,619 Views
26 Pages

28 June 2021

In this study, the results from the analysis of annual ring widths (‘Dm’) time series of two “very sensitive” to the climate and solar–climate relationships of long lived European beech (Fagus sylvatica) samples (on age of 209 ± 1 and 245 ± 5 years c...

  • Article
  • Open Access
5 Citations
4,104 Views
10 Pages

11 December 2018

Despite the gradual increase in livestock feed demands, the supply faces enormous challenges due to extreme climatic conditions. As the presence of these climatic condition has the potential to affect the yield of sorghum-sudangrass hybrid (SSH), und...

  • Article
  • Open Access
5 Citations
2,797 Views
20 Pages

14 July 2024

In the context of escalating climate change-induced impacts on water resources, robust monitoring tools are imperative. Satellite altimetry, benefiting from technical improvement such as the use of SAR and InSAR techniques and tracking modes consider...

  • Article
  • Open Access
29 Citations
7,444 Views
12 Pages

Climatic Factors and Community — Associated Methicillin-Resistant Staphylococcus aureus Skin and Soft-Tissue Infections — A Time-Series Analysis Study

  • Krushna Chandra Sahoo,
  • Soumyakanta Sahoo,
  • Gaetano Marrone,
  • Ashish Pathak,
  • Cecilia Stålsby Lundborg and
  • Ashok J. Tamhankar

Skin and soft tissue infections caused by Staphylococcus aureus (SA-SSTIs) including methicillin-resistant Staphylococcus aureus (MRSA) have experienced a significant surge all over the world. Changing climatic factors are affecting the global burden...

  • Article
  • Open Access
3 Citations
1,254 Views
15 Pages

13 September 2024

The data from thirty-one climate stations in the Canadian Prairie provinces of Alberta, Saskatchewan, and Manitoba are analyzed using a number of day-to-day thermal variability metrics. These are used to classify each climate station location using a...

  • Case Report
  • Open Access
9 Citations
2,706 Views
11 Pages

A Climate-Mathematical Clustering of Rainfall Stations in the Río Bravo-San Juan Basin (Mexico) by Using the Higuchi Fractal Dimension and the Hurst Exponent

  • Francisco Gerardo Benavides-Bravo,
  • Dulce Martinez-Peon,
  • Ángela Gabriela Benavides-Ríos,
  • Otoniel Walle-García,
  • Roberto Soto-Villalobos and
  • Mario A. Aguirre-López

20 October 2021

When conducting an analysis of nature’s time series, such as meteorological ones, an important matter is a long-range dependence to quantify the global behavior of the series and connect it with other physical characteristics of the region of study....

  • Article
  • Open Access
12 Citations
5,746 Views
24 Pages

3 February 2020

Salt pans are highly dynamic environments that are difficult to study by in situ methods because of their harsh climatic conditions and large spatial areas. Remote sensing can help to elucidate their environmental dynamics and provide important const...

  • Article
  • Open Access
1 Citations
2,181 Views
31 Pages

19 June 2025

Precipitation is one of the main meteorological variables in climate research and long records provide a unique, long-term knowledge of climatic variability and extreme events. Moreover, they are a prerequisite for climate modeling and reanalyses. Li...

  • Article
  • Open Access
17 Citations
9,741 Views
15 Pages

Changing Climatic Factors Favor Dengue Transmission in Lahore, Pakistan

  • Syed Ali Asad Naqvi,
  • Bulbul Jan,
  • Saima Shaikh,
  • Syed Jamil Hasan Kazmi,
  • Liaqat Ali Waseem,
  • Muhammad Nasar-u-minAllah and
  • Nasir Abbas

Dengue fever (DF) is a national health problem in Pakistan. It has become endemic in Lahore after its recent reemergence in 2016. This study investigates the impacts of climatic factors (temperature and rainfall) on DF transmission in the district of...

  • Feature Paper
  • Article
  • Open Access
23 Citations
5,371 Views
17 Pages

Climate and Local Hydrography Underlie Recent Regime Shifts in Plankton Communities off Galicia (NW Spain)

  • Antonio Bode,
  • Marta Álvarez,
  • Luz María García García,
  • Maria Ángeles Louro,
  • Mar Nieto-Cid,
  • Manuel Ruíz-Villarreal and
  • Marta M. Varela

25 September 2020

A 29-year-long time series (1990–2018) of phyto- and zooplankton abundance and composition is analyzed to uncover regime shifts related to climate and local oceanography variability. At least two major shifts were identified: one between 1997 a...

  • Article
  • Open Access
4 Citations
3,039 Views
18 Pages

Homogenization of the Long Instrumental Daily-Temperature Series in Padua, Italy (1725–2023)

  • Claudio Stefanini,
  • Francesca Becherini,
  • Antonio della Valle and
  • Dario Camuffo

7 June 2024

The Padua temperature series is one of the longest in the world, as daily observations started in 1725 and have continued almost unbroken to the present. Previous works recovered readings from the original logs, and digitalized and corrected observat...

  • Article
  • Open Access
7 Citations
3,476 Views
19 Pages

9 February 2023

Climate change-induced extreme precipitation causes coastal flooding. A streamflow simulation in coastal watersheds, Wolf River Watershed (WRW) and Jourdan River Watershed (JRW), was conducted using the Soil and Water Assessment Tool (SWAT) to compar...

  • Article
  • Open Access
28 Citations
17,310 Views
14 Pages

Effect of Deforestation on Climate Change: A Co-Integration and Causality Approach with Time Series

  • Marcelo Leon,
  • Gino Cornejo,
  • Micaela Calderón,
  • Erika González-Carrión and
  • Hector Florez

9 September 2022

Climate change is one of the greatest threats of the 21st century due to its global economic, social, and environmental causes and consequences, which affect developing countries to a greater extent. It is worrying that climate models project a tempe...

  • Article
  • Open Access
98 Views
29 Pages

We introduce the Semiparametric Time Series Regression with Mixed Additive Spline Fourier (STSR–MASF) model as an innovative approach for analyzing time series data with complex patterns. The model combines the flexibility of the spline estimat...

  • Article
  • Open Access
1 Citations
1,264 Views
12 Pages

16 December 2024

Phenological events are key indicators for the assessment of climate change impacts on ecosystems. Most previous studies have focused on identifying the timing of phenological events, such as flowering, leaf-out, leaf-fall, etc. In this study, we exp...

  • Article
  • Open Access
7 Citations
3,071 Views
12 Pages

Homogeneity Assessment and Correction Methodology for the 1980–2022 Daily Temperature Series in Padua, Italy

  • Claudio Stefanini,
  • Francesca Becherini,
  • Antonio della Valle,
  • Francesco Rech,
  • Fabio Zecchini and
  • Dario Camuffo

15 December 2023

Meteorological observations over the last four decades are of paramount importance to investigating ongoing climate change. An important issue is the quality and reliability of the climatic series, which are fundamental prerequisites to drawing the c...

  • Article
  • Open Access
3 Citations
3,172 Views
33 Pages

23 December 2022

It has been scientifically proven that climate change is a reality. In subarid Mediterranean limates, this fact is observed in the irregular distribution of rainfall, resulting in alternating periods of more or less prolonged drought with episodes of...

  • Article
  • Open Access
19 Citations
5,165 Views
23 Pages

8 March 2018

This research studies the relationship between the climate index and the groundwater level of the lower Chao Phraya basin, in order to forecast the groundwater level in the studied area by using Autoregressive Integrated Moving Average with Explanato...

  • Article
  • Open Access
63 Citations
4,606 Views
21 Pages

Dynamic Changes of NDVI in the Growing Season of the Tibetan Plateau During the Past 17 Years and Its Response to Climate Change

  • Xianglin Huang,
  • Tingbin Zhang,
  • Guihua Yi,
  • Dong He,
  • Xiaobing Zhou,
  • Jingji Li,
  • Xiaojuan Bie and
  • Jiaqing Miao

The fragile alpine vegetation in the Tibetan Plateau (TP) is very sensitive to environmental changes, making TP one of the hotspots for studying the response of vegetation to climate change. Existing studies lack detailed description of the response...

  • Article
  • Open Access
9 Citations
4,402 Views
20 Pages

21 August 2018

Addressing climate change requires sustained effort from all levels of society. Garnering and maintaining the attention of policy elites can be optimized through understanding what drives their attention to climate change. This study goes beyond the...

  • Article
  • Open Access
8 Citations
6,970 Views
11 Pages

Quantifying Vulnerability to Extreme Heat in Time Series Analyses: A Novel Approach Applied to Neighborhood Social Disparities under Climate Change

  • Tarik Benmarhnia,
  • Patrick Grenier,
  • Allan Brand,
  • Michel Fournier,
  • Séverine Deguen and
  • Audrey Smargiassi

Objectives: We propose a novel approach to examine vulnerability in the relationship between heat and years of life lost and apply to neighborhood social disparities in Montreal and Paris. Methods: We used historical data from the summers of 1990 thr...

  • Article
  • Open Access
12 Citations
3,779 Views
14 Pages

Four Decades of Surface Temperature, Precipitation, and Wind Speed Trends over Lakes of Greece

  • Konstantinos Stefanidis,
  • George Varlas,
  • Anastasios Papadopoulos and
  • Elias Dimitriou

3 September 2021

Climate change is known to affect world’s lakes in many ways. Lake warming is perhaps the most prominent impact of climate change but there is evidence that changes of precipitation and wind speed over the surface of the lakes may also have a signifi...

  • Article
  • Open Access
12 Citations
8,479 Views
32 Pages

Patterns in historical climate data were analyzed for Ottawa, Ontario, Canada, for the interval 1890–2019. Variables analyzed included records of annual, seasonal, and extreme temperature and precipitation, diurnal temperature range, and variou...

  • Article
  • Open Access
20 Citations
4,916 Views
35 Pages

Potential and Challenges of Harmonizing 40 Years of AVHRR Data: The TIMELINE Experience

  • Stefan Dech,
  • Stefanie Holzwarth,
  • Sarah Asam,
  • Thorsten Andresen,
  • Martin Bachmann,
  • Martin Boettcher,
  • Andreas Dietz,
  • Christina Eisfelder,
  • Corinne Frey and
  • Claudia Kuenzer
  • + 19 authors

10 September 2021

Earth Observation satellite data allows for the monitoring of the surface of our planet at predefined intervals covering large areas. However, there is only one medium resolution sensor family in orbit that enables an observation time span of 40 and...

  • Article
  • Open Access
1 Citations
1,593 Views
16 Pages

Accurate precipitation forecasting remains a critical challenge due to the nonlinear and multifactorial nature of rainfall dynamics. This is particularly important in arid regions like Tamanghasset, where precipitation is the primary driver of agricu...

  • Article
  • Open Access
25 Citations
3,424 Views
18 Pages

21 June 2022

The frequency of forest fires is increasing under global climate change, and forest fires can cause devastating disturbances to forest systems and varying degrees of recovery of forest ecosystems after a disaster. Due to the different intensity of fo...

  • Article
  • Open Access
27 Citations
7,507 Views
21 Pages

Thirty Years of Atmospheric CO2 Observations at the Plateau Rosa Station, Italy

  • Francesco Apadula,
  • Claudio Cassardo,
  • Silvia Ferrarese,
  • Daniela Heltai and
  • Andrea Lanza

20 July 2019

The atmospheric background CO2 concentration is a key quantity for the analysis and evaluation of the ongoing climate change. Long-term CO2 observations have been carried out at the high Plateau Rosa mountain station, in the north-western Alps since...

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