Browsing by Author "Li D"

Now showing 1 - 8 of 8
  • Thumbnail Image
    Item
    Brief communication: SWM - stochastic weather model for precipitation-related hazard assessments using ERA5-Land data
    (Copernicus Publications on behalf of the European Geosciences Union, 2024-06-11) Whitehead MG; Bebbington MS; Li D
    Long-term multi-hazard and risk assessments are produced by combining many hazard-model simulations, each using a slightly different set of inputs to cover the uncertainty space. While most input parameters for these models are relatively well constrained, atmospheric parameters remain problematic unless working on very short timescales (hours to days). Precipitation is a key trigger for many natural hazards including floods, landslides, and lahars. This work presents a stochastic weather model that takes openly available ERA5-Land data and produces long-term, spatially varying precipitation data that mimic the statistical dimensions of real data. This allows precipitation to be robustly included in hazard-model simulations. A working example is provided using 1981–2020 ERA5-Land data for the Rangitāiki–Tarawera catchment, Te Moana-a-Toi / Bay of Plenty, New Zealand.
  • Thumbnail Image
    Item
    Clustering Analysis on Sustainable Development Goal Indicators for Forty-Five Asian Countries
    (28/03/2023) Mathrani A; Wang J; Li D; Zhang X; Sacco, PL
    This paper draws upon the United Nations 2022 data report on the achievement of Sustainable Development Goals (SDGs) across the following four dimensions: economic, social, environmental and institutional. Ward’s method was applied to obtain clustering results for forty-five Asian countries to understand their level of progress and overall trends in achieving SDGs. We identified varying degrees of correlation between the four dimensions. The results show that East Asian countries performed poorly in the economic dimension, while some countries in Southeast Asia and Central and West Asia performed relatively well. Regarding social and institutional dimensions, the results indicate that East and Central Asian countries performed relatively better than others. Finally, in the environmental dimension, West and South Asian countries showed better performance than other Asian countries. The insights gathered from this study can inform policymakers of these countries about their own country’s position in achieving SDGs in relation to other Asian countries, as they work towards establishing strategies for improving their sustainable development targets.
  • Thumbnail Image
    Item
    Complete genome sequence of Methanosphaera sp. ISO3-F5, a rumen methylotrophic methanogen.
    (American Society for Microbiology, 2024-04-11) Palevich N; Jeyanathan J; Reilly K; Palevich FP; Maclean PH; Li D; Altermann E; Kelly WJ; Leahy SC; Attwood GT; Ronimus RS; Henderson G; Janssen PH; Stedman KM
    Methanosphaera spp. are methylotrophic methanogenic archaea and members of the order Methanobacteriales with few cultured representatives. Methanosphaera sp. ISO3-F5 was isolated from sheep rumen contents in New Zealand. Here, we report its complete genome, consisting of a large chromosome and a megaplasmid (GenBank accession numbers CP118753 and CP118754, respectively).
  • Thumbnail Image
    Item
    Origin and evolution of the kiwifruit canker pandemic
    (Oxford University Press, 1/04/2017) McCann HC; Li L; Liu Y; Li D; Pan H; Zhong C; Rikkerink EHA; Templeton MD; Straub C; Colombi E; Rainey PB; Huang H
    Recurring epidemics of kiwifruit (Actinidia spp.) bleeding canker disease are caused by Pseudomonas syringae pv. actinidiae (Psa). In order to strengthen understanding of population structure, phylogeography and evolutionary dynamics, we isolated Pseudomonas from cultivated and wild kiwifruit across six provinces in China. Based on the analysis of eighty sequenced Psa genomes we show that China is the origin of the pandemic lineage but that strain diversity in China is confined to just a single clade. In contrast, Korea and Japan harbour strains from multiple clades. Distinct independent transmission events marked introduction of the pandemic lineage into New Zealand, Chile, Europe, Korea and Japan. Despite high similarity within the core genome and minimal impact of within-clade recombination, we observed extensive variation even within the single clade from which the global pandemic arose.
  • Thumbnail Image
    Item
    Recent Advances in Pulse-Coupled Neural Networks with Applications in Image Processing
    (MDPI (Basel, Switzerland), 2022-10-11) Liu H; Liu M; Li D; Zheng W; Yin L; Wang R; Song BC
    This paper surveys recent advances in pulse-coupled neural networks (PCNNs) and their applications in image processing. The PCNN is a neurology-inspired neural network model that aims to imitate the information analysis process of the biological cortex. In recent years, many PCNN-derived models have been developed. Research aims with respect to these models can be divided into three categories: (1) to reduce the number of manual parameters, (2) to achieve better real cortex imitation performance, and (3) to combine them with other methodologies. We provide a comprehensive and schematic review of these novel PCNN-derived models. Moreover, the PCNN has been widely used in the image processing field due to its outstanding information extraction ability. We review the recent applications of PCNN-derived models in image processing, providing a general framework for the state of the art and a better understanding of PCNNs with applications in image processing. In conclusion, PCNN models are developing rapidly, and it is projected that more applications of these novel emerging models will be seen in future.
  • Thumbnail Image
    Item
    Responses of rice (Oryza sativa L.) plant growth, grain yield and quality, and soil properties to the microplastic occurrence in paddy soil
    (Springer, 18/05/2022) Chen S; Feng Y; Han L; Li D; Feng Y; Jeyakumar P; Sun H; Shi W; Wang H
    Purpose: Agricultural soil has been recognized as a major sink of microplastic, an emerging pollutant to environmental biodiversity and ecosystem. However, the impacts of microplastic on soil–plant systems (e.g., crop growth, grain yield and amino acid content, nitrogen uptake capacity, and soil properties) remain largely unknown. Methods: Four typical microplastics, i.e., polythene (PE, 200 μm), polyacrylonitrile (PAN, 200 μm), and polyethylene terephthalate (PET) in diameter of 200 μm and 10 μm (PET200 and PET10), were tested to assess the consequent aforementioned responses under rice (Oryza sativa L.) paddy soil in a mesocosm experiment. Results: Microplastics multiply influenced the soil pH, NH4+-N and NO3−-N contents, which effects were depended on the rice growth stage and plastic type. Overall, microplastics significantly decreased the soil urease activity by 5.0–12.2% (P < 0.05). When exposed to PAN and PET (in both diameter of 200 μm and 10 μm), there were significantly 22.2–30.8% more grain yield produced, compared to the control (P < 0.05), which was attributing to the higher nitrogen uptake capacity of rice grain. Meanwhile, microplastics exhibited nominal influences on rice plant height, tillering number, leaf SPAD, and NDVI. The amino acids were affected by microplastic, depending on the types of plastics and amino acids. Conclusion: This study provides evidence that microplastic can affect the development and final grain yield, amino acid content, nitrogen uptake capacity of rice, and some major soil properties, while these effects vary as a function of plastic type. Our findings highlight the positive impacts that could occur when the presence of microplastics in paddy soil.
  • Thumbnail Image
    Item
    Shorebirds wintering in Southeast Asia demonstrate trans-Himalayan flights
    (Springer Nature Limited, 11/12/2020) Li D; Davidson G; Lisovski S; Battley PF; Ma Z; Yang S; How CB; Watkins D; Round P; Yee A; Srinivasan V; Teo C; Teo R; Loo A; Leong CC; Er K
    Many birds wintering in the Indian subcontinent fly across the Himalayas during migration, including Bar-headed Geese (Anser indicus), Demoiselle Cranes (Anthropoides virgo) and Ruddy Shelducks (Tadorna ferruginea). However, little is known about whether shorebirds migrate across the Himalayas from wintering grounds beyond the Indian subcontinent. Using geolocators and satellite tracking devices, we demonstrate for the first time that Common Redshanks (Tringa totanus) and Whimbrels (Numenius phaeopus) wintering in Singapore can directly fly over the Himalayas to reach breeding grounds in the Qinghai-Tibet Plateau and north-central Russia, respectively. The results also show that migratory shorebirds wintering in Southeast Asia can use both the Central Asian Flyway and the East Asian-Australasian Flyway. For Redshanks, westerly-breeding birds crossed the Himalayas while more eastern breeders migrated east of the Himalayas. For Whimbrels, the individual that crossed the Himalayas was probably from a different breeding population than others that migrated coastally up the East Asian-Australasian Flyway. The minimum required altitude of routes of trans-Himalayan Redshanks were no higher on average than those of eastern migrants, but geolocator temperature data indicate that birds departing Singapore flew at high elevations even when not required to by topography, suggesting that the Himalayan mountain range may be less of a barrier than assumed.
  • Thumbnail Image
    Item
    Towards a ‘Community for Practice’—A Narrative Analysis of the Evolution of Higher Education Scholars
    (MDPI (Basel, Switzerland), 2023-12-14) Scott J; Pryce J; Reinke NB; Li D; Shuker M-A; Singleton R; Tsai A; Parkinson AL; Ambler T; Sinnayah P; Lim J; Kramarski B
    n higher education (HE), collaborative activities that revolve around a core idea, practice, or knowledge base, such as learning circles, communities of practice or inquiry, peer observation, and peer-assisted teaching, are known to support professional learning. This paper explores the experiences of eight HE scholars from Australia and New Zealand, across four years, as they recognized a new means of collaborative professional development that transcends known approaches and extends beyond an immediate focal point. The group originally formed to support the development of HE fellowship applications, but evolved to what they now consider a community for practice (CfP), where the purpose of collaboration has changed to meet the unique learning needs of each member. During their four years of collaboration, meeting discussions were recorded, and individual and community narrative reflections about participation in the group were created. A thematic analysis of these collective data sources revealed the group’s evolution, and the authors draw on their experiences to tell their story with an aim to enhance professional learning in HE. The study highlights that individuals’ distinct and varied needs can be developed and supported through scholarly, collegial engagements such as a CfP, which does not necessarily require an immediate point of practice.