Guangzhe Liu

ORCID: 0000-0001-9182-8409
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About
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Research Areas
  • Domain Adaptation and Few-Shot Learning
  • Advanced Neural Network Applications
  • Forest Management and Policy
  • Forest Ecology and Biodiversity Studies
  • Human Pose and Action Recognition
  • Land Use and Ecosystem Services
  • Underwater Vehicles and Communication Systems
  • Indoor and Outdoor Localization Technologies
  • Energy Harvesting in Wireless Networks
  • Digital Media and Visual Art
  • Conservation, Biodiversity, and Resource Management
  • Advanced Wireless Communication Technologies
  • Robotics and Sensor-Based Localization
  • Advanced MIMO Systems Optimization
  • Regional Development and Environment
  • Climate change impacts on agriculture
  • China's Ethnic Minorities and Relations
  • Ocean Waves and Remote Sensing
  • Adversarial Robustness in Machine Learning
  • GNSS positioning and interference
  • Healthcare Systems and Reforms
  • Bioenergy crop production and management
  • Image and Video Stabilization
  • Rangeland Management and Livestock Ecology
  • Energy and Environment Impacts

Northwest A&F University
2006-2023

Northwestern Polytechnical University
2021-2022

Sinochem Group (China)
2022

Qingdao University of Technology
2022

St. Paul University Philippines
2021

Heihe University
2019-2021

Zhejiang University of Technology
2018-2020

Shaanxi Provincial Meteorological Bureau
2008

Sustainably managed non-native trees deliver economic and societal benefits with limited risk of spread to adjoining areas. However, some plantations have launched invasions that cause substantial damage biodiversity ecosystem services, while others pose threats causing such impacts. The challenge is maximise the trees, minimising negative impacts preserving future options. A workshop was held in 2019 develop global guidelines for sustainable use using Council Europe – Bern Convention Code...

10.3897/neobiota.61.58380 article EN cc-by NeoBiota 2020-10-08

This paper proposes an image encryption scheme based on a discrete-time alternating quantum walk (AQW) and the advanced standard (AES). We use properties to improve AES algorithm, which uses keystream generator related AQW parameters generate probability distribution matrix. Some singular values of matrix are extracted as key algorithm. The Rcon algorithm is replaced with elements Then, ascending order size clone scrambles mapping rules S-box ShiftRow transformations in plaintext XOR...

10.3390/e24050608 article EN cc-by Entropy 2022-04-27

Both in Germany and China, there is strong expertise regarding the different aspects of forest management, as well products management. Nevertheless, forestry both countries facing challenges, some which are regional, but many shared. Therefore, experts from (Technical University Munich Germany; Northwest A&F Yangling, China; Forestry Academy Shaanxi, Thünen Institut, FEDRC GIZ Forest Policy Facility (Forestry Economics Development Research Center Deutsche Gesellschaft für Internationale...

10.3390/f11030266 article EN Forests 2020-02-27

Network pruning has become an effective scheme to cut down the network complexity and speed up inference. Current work mainly focuses on filter pruning, which deletes filters in a structured way. Although calculation amount is reduced after acceleration effect not obvious. In this letter, we present layer method obtain shallower ResNets (LPSR) significantly reduce inference latency. Taking advantage of characteristics residual module, disconnect unimportant mapping reserve only identity...

10.1109/lsp.2022.3171128 article EN IEEE Signal Processing Letters 2022-01-01

In spite of the remarkable performance, deep convolutional neural networks (CNNs) are typically over-parameterized and computationally expensive. Network pruning has become a popular approach to reducing storage calculations CNN models, which commonly prunes filters in structured way or discards single weights without structural constraints. However, redundancy convolution kernels influence kernel shapes on performance models have attracted little attention. this article, we develop...

10.1109/tnnls.2022.3162067 article EN IEEE Transactions on Neural Networks and Learning Systems 2022-04-12

Refining and chemical integration is the major trend in development of world petrochemical industry, showing intensive large-scale development. The accident risks caused by this are complex diverse, pose new challenges to industry safety. In order clarify characteristics risk root contained production process enterprise, avoid reasonably improve overall safety level paper, 159 cases dangerous chemicals China from 2017–2021 were statistically analyzed. A Bayesian network (BN)-based analysis...

10.3390/su141912072 article EN Sustainability 2022-09-24

Bioenergy can contribute to the development of a more sustainable environmental friendly alternative in rural areas China. The perceptions, preferences and awareness concerning bioenergy among farmers are assessed systematic study 594 Chinese 33 towns province Shaanxi, using generalized mixed model approach. In addition farmer's background socio-economic variables, spatial variation perceptions is addressed by mapping residual between-county variation. overall as viable still low (N = 80)....

10.1016/j.esd.2022.06.012 article EN cc-by Energy Sustainable Development/Energy for sustainable development 2022-08-05

Abstract Energy crops are a new player in the traditional agricultural landscape. The present paper analyses land uses surrounding and spatial characteristics of main energy Sweden (willow, poplar, hybrid aspen reed canary grass) compared to during period 2006–2018. Spatial metrics (number shape characterising points, index rectangularity ratio) calculated for each field, as well nearby at varying distances, radius: 500 m, 1000 2000 m 5000 m. A total 1560 crop fields studied 2006 dataset...

10.1007/s12155-023-10584-9 article EN cc-by BioEnergy Research 2023-04-05

Abstract China is an ancient civilization with a history of 5000 years. Rich historical process has accumulated lot folk art cultural elements for us. Folk strong regional characteristics synchronizes its unique beauty and process. It this synchronization that carries forward the Chinese art. In addition, our country’s uses charm rich to influence modern packaging design. Under background traditional culture, including skills big data, essence developed new design concepts added value...

10.1088/1742-6596/1744/3/032065 article EN Journal of Physics Conference Series 2021-02-01

This paper aims to determine the existence of convergence in health expenditures among Association for South East Asian Nations (ASEAN) countries. Based on SPSM procedure and panel KSS unit root test results, public (PUHE) Indonesia, Lao PDR, Cambodia, Philippines, Myanmar are converging, while that Brunei Darussalam, Malaysia, Vietnam, Singapore, Thailand diverging. In addition, sequences private (PRHE) ASEAN member states stationary, which implies convergence. finding is accordance with...

10.3389/fpubh.2021.699821 article EN cc-by Frontiers in Public Health 2021-09-10

The internet of things (IoT) is becoming more indispensable in modern society as the further development and maturity information technology progresses. However exponential growth IoT devices leads to severe energy consumption. As a with broad application prospects, simultaneous wireless power transfer (SWIPT) enables harvest from receiving radio frequency (RF) signals while ensuring transmission. In this paper, we investigate transmission rate optimization problem for dual-hop multi-relay...

10.3390/s19112536 article EN cc-by Sensors 2019-06-03

We conducted the study on afforestation technique of Xanthoceras sorbifolia Bunge. in combination with ecological environment features Fuxian County Shaanxi Province. Results show that it is proper to adopt sunny gentle slope+fish-scale pit+planting ridges after dipping mud+stumping autumn for Loess Plateau. It expected our can play a significant role guiding popularization northwest China.

10.22004/ag.econ.133111 article EN 2012-01-01

This paper explores how to create the artistic conception of interior space from angle psychology, colour, light, form, furniture, greening, decoration and water environment.That is say, aesthetic value indoor environment depends not only on its "own appearance", but also "association generated by human beings".That as embodiment value, should have substantive significance, connotative significance.

10.23977/icamei.2019.132 article EN cc-by 2019-01-01
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