All Outputs (137)

Integrating the Budyko framework with the emerging hot spot analysis in local land use planning for regulating surface evapotranspiration ratio (2022)
Journal Article

Land use planning regulates surface hydrological processes by adjusting land properties with varied evapotranspiration ratios. However, a dearth of empirical spatial information hampers the regulation of place-specific hydrological processes. Therefo... Read More about Integrating the Budyko framework with the emerging hot spot analysis in local land use planning for regulating surface evapotranspiration ratio.

Efficient Shapelet Discovery for Time Series Classification (2022)
Journal Article

Time-series shapelets are discriminative subsequences, recently found effective for time series classification (tsc). It is evident that the quality of shapelets is crucial to the accuracy of tsc. However, major research has focused on building accur... Read More about Efficient Shapelet Discovery for Time Series Classification.

Community voices: The importance of diverse networks in academic mentoring (2022)
Journal Article

Mentor relationships are crucial to retention, success, and wellbeing of women and underrepresented minority scientists in academia. A network of diverse mentors may support achieving long-term career goals, advancement, and retention of both mentors... Read More about Community voices: The importance of diverse networks in academic mentoring.

A framework to evaluate the accessibility, visibility, and intelligibility of green-blue spaces (GBSs) related to pedestrian movement (2022)
Journal Article

The planning of green-blue spaces (GBSs) requires considering the pedestrian needs in their walking routes for improving the walking experience. Incorporating the quantitative spatial characteristics of pedestrian movement is essential for pedestrian... Read More about A framework to evaluate the accessibility, visibility, and intelligibility of green-blue spaces (GBSs) related to pedestrian movement.

Analysis of the relationship between climate change and land use change using the ESA CCI land cover maps in Sungai Kelantan Basin, Malaysia (2022)
Journal Article

Climate and land use land cover (LULC) are two major key drives that affect the hydrological cycle pattern within a river basin. This study aims to evaluate the capability of the European Space Agency Climate Change Initiative land cover (ESA CCI LC)... Read More about Analysis of the relationship between climate change and land use change using the ESA CCI land cover maps in Sungai Kelantan Basin, Malaysia.

Energy and infrequent fluctuations of temperature related to atmospheric mechanisms for various climate change scenarios (2021)
Presentation / Conference Contribution

Understanding, modeling, and predicting complex systems such as climate require coupling distinct phenomena, acting at different space/temporal scales: wavelike features, and turbulent cascade, with different regimes, crucial for mixing and dissipat... Read More about Energy and infrequent fluctuations of temperature related to atmospheric mechanisms for various climate change scenarios.

A framework of nature-based solutions with spatial non-stationarity for water hazard management (2021)
Presentation / Conference Contribution

Integrating information on spatial non-stationarity (SNs) of land use is critical to the implementation of nature-based solutions (NBSs) for water hazard management. How SNs in landscape patterns improve the effectiveness of water hazard, however, is... Read More about A framework of nature-based solutions with spatial non-stationarity for water hazard management.

Spatially-heterogeneous impacts of surface characteristics on urban thermal environment, a case of the Guangdong-Hong Kong-Macau Greater Bay Area (2021)
Journal Article

One-size-fits-all approach is common in climate-sensitive urban design due to neglecting spatial heterogeneities in urban form and urban climate. This study explores a spatially-varied climate-sensitive urban design based on the Guangdong-Hong Kong-M... Read More about Spatially-heterogeneous impacts of surface characteristics on urban thermal environment, a case of the Guangdong-Hong Kong-Macau Greater Bay Area.

ENSO diversity shows robust decadal variations that must be captured for accurate future projections (2021)
Journal Article

El Niño-Southern Oscillation (ENSO) shows a large diversity of events that is modulated by climate variability and change. The representation of this diversity in climate models limits our ability to predict their impact on ecosystems and human livel... Read More about ENSO diversity shows robust decadal variations that must be captured for accurate future projections.

Drought variability and characteristics in the Muda river basin of Malaysia from 1985 to 2019 (2021)
Journal Article

This study aimed to analyze the spatiotemporal changes of historical droughts over the Muda River basin (MRB), Malaysia, from 1985 to 2019 using the Standardized Precipitation Index (SPI) and the Standardized Streamflow Index (SSI). The Mann–Kendall... Read More about Drought variability and characteristics in the Muda river basin of Malaysia from 1985 to 2019.

Tropical drought patterns and their linkages to large-scale climate variability over Peninsular Malaysia (2021)
Journal Article

Ocean–atmosphere modes of climate variability in the Pacific and Indian oceans, as well as monsoons, regulate the regional wet and dry episodes in tropical regions. However, how those modes of climate variability, and their interactions, lead to spat... Read More about Tropical drought patterns and their linkages to large-scale climate variability over Peninsular Malaysia.

Species-specific control of DBH and landscape characteristics on tree-to-tree variability of sap velocity (2021)
Journal Article

The substantial tree-to-tree variability of transpiration poses a major challenge to a reliable stand-scale quantification of transpiration. The diameter at breast height (DBH) and landscape characteristics have been identified as drivers of tree-to-... Read More about Species-specific control of DBH and landscape characteristics on tree-to-tree variability of sap velocity.

Quantifying land use heterogeneity on drought conditions for mitigation strategies development in the Dongjiang River Basin, China (2021)
Journal Article

Spatially-invariant land use and cover changes (LUCC) are not suitable for managing non-stationary drought conditions. Therefore, developing a spatially varying framework for managing land resources is necessary. In this study, the Dongjiang River Ba... Read More about Quantifying land use heterogeneity on drought conditions for mitigation strategies development in the Dongjiang River Basin, China.

Identifying drivers of streamflow extremes in West Africa to inform a nonstationary prediction model (2021)
Journal Article

West Africa exhibits decadal patterns in the behaviour of droughts and floods, creating challenges for effective water resources management. Proposed drivers of prolonged shifts in hydrological extremes include the impacts of land-cover change and cl... Read More about Identifying drivers of streamflow extremes in West Africa to inform a nonstationary prediction model.

Efficient shapelet discovery for time series classification (extended abstract) (2021)
Presentation / Conference Contribution

Time-series shapelets are discriminative subsequences, recently found effective for time series classification (TSC). It is evident that the quality of shapelets is crucial to the accuracy of TSC. However, major research has focused on building accur... Read More about Efficient shapelet discovery for time series classification (extended abstract).

Publisher Correction: Hydro-climatic changes of wetlandscapes across the world (2021)
Journal Article

In the original version of this Article, V. H. Rivera-Monroy was incorrectly affiliated with ‘Alexander von Humboldt Biological Resources Research Institute, Calle 28 A No. 15-09, Bogotá, DC, 70803, Colombia’. The correct affiliation is listed below.... Read More about Publisher Correction: Hydro-climatic changes of wetlandscapes across the world.

Improvement of the ESA CCI land cover maps for water balance analysis in tropical regions: A case study in the Muda River Basin, Malaysia (2021)
Journal Article

Study region: The Muda River Basin (MRB), Malaysia. Study Focus: This study proposed a framework to improve the European Space Agency Climate Change Initiative Land Cover (ESA CCI LC) products through the integration with the Annual Oil Palm Dataset... Read More about Improvement of the ESA CCI land cover maps for water balance analysis in tropical regions: A case study in the Muda River Basin, Malaysia.

Coastal reservoirs as a source of nitrous oxide: Spatio-temporal patterns and assessment strategy (2021)
Journal Article

Coastal reservoirs are widely regarded as a viable solution to the water scarcity problem faced by coastal cities with growing populations. As a result of the accumulation of anthropogenic wastes and the alteration of hydroecological processes, these... Read More about Coastal reservoirs as a source of nitrous oxide: Spatio-temporal patterns and assessment strategy.

Shapenet: A shapelet-neural network approach for multivariate time series classification (2021)
Presentation / Conference Contribution

Time series shapelets are short discriminative subsequences that recently have been found not only to be accurate but also interpretable for the classification problem of univariate time series (UTS). However, existing work on shapelets selection can... Read More about Shapenet: A shapelet-neural network approach for multivariate time series classification.

Implication of stem water cryogenic extraction experiment for an earlier study is not supported with robust context-specific statistical assessment (2021)
Journal Article