Search Results - "Hongwei, Zeng"
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Soil erosion assessment in the Blue Nile Basin driven by a novel RUSLE-GEE framework
Published in The Science of the total environment (01-11-2021)“…Assessment of soil loss and understanding its major drivers are essential to implement targeted management interventions. We have proposed and developed a…”
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Variation in actual evapotranspiration following changes in climate and vegetation cover during an ecological restoration period (2000–2015) in the Loess Plateau, China
Published in The Science of the total environment (01-11-2019)“…The spatial distribution of water resources largely influences Earth ecosystems and human civilization. Being a major component of the global water cycle,…”
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Identification of Crop Type in Crowdsourced Road View Photos with Deep Convolutional Neural Network
Published in Sensors (Basel, Switzerland) (07-02-2021)“…In situ ground truth data are an important requirement for producing accurate cropland type map, and this is precisely what is lacking at vast scales. Although…”
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A human activity recognition method based on Vision Transformer
Published in Scientific reports (03-07-2024)“…Human activity recognition has a wide range of applications in various fields, such as video surveillance, virtual reality and human–computer intelligent…”
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Efficient Identification of Corn Cultivation Area with Multitemporal Synthetic Aperture Radar and Optical Images in the Google Earth Engine Cloud Platform
Published in Remote sensing (Basel, Switzerland) (01-03-2019)“…The distribution of corn cultivation areas is crucial for ensuring food security, eradicating hunger, adjusting crop structures, and managing water resources…”
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Optimizing demand‐driven null dereference verification via merging branches
Published in Expert systems (01-07-2022)“…Null dereference is a common type of runtime failure in Java programs, and it is necessary to verify whether a dereference in the program is safe. However,…”
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Crop Phenology Detection Using High Spatio-Temporal Resolution Data Fused from SPOT5 and MODIS Products
Published in Sensors (Basel, Switzerland) (10-12-2016)“…Timely and efficient monitoring of crop phenology at a high spatial resolution are crucial for the precise and effective management of agriculture. Recently,…”
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Determination of Appropriate Remote Sensing Indices for Spring Wheat Yield Estimation in Mongolia
Published in Remote sensing (Basel, Switzerland) (01-11-2019)“…In Mongolia, the monitoring and estimation of spring wheat yield at the regional and national levels are key issues for the agricultural policy and food…”
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Method for monitoring environmental flows with high spatial and temporal resolution satellite data
Published in Environmental monitoring and assessment (01-01-2022)“…Monitoring environmental flows is crucial to maintaining the function and stability of river and lake ecosystems. However, current methods for monitoring…”
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A county-level soybean yield prediction framework coupled with XGBoost and multidimensional feature engineering
Published in International journal of applied earth observation and geoinformation (01-04-2023)“…•The proposed soybean yield forecasting framework improves soybean yield prediction accuracy.•Accurate and stable in-season yield predictions are achieved from…”
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Global de-trending significantly improves the accuracy of XGBoost-based county-level maize and soybean yield prediction in the Midwestern United States
Published in GIScience and remote sensing (31-12-2024)“…ABSTRACTThe application of machine learning in crop yield prediction has gained considerable traction, yet uncertainties persist regarding the impact of the…”
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Assessing factors impacting the spatial discrepancy of remote sensing based cropland products: A case study in Africa
Published in International journal of applied earth observation and geoinformation (01-03-2020)“…•Spatial agreement among four remote-sensing-based landcover & cropland products was measured over Africa.•The Sahel zone and the West African coast are the…”
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Performance and the Optimal Integration of Sentinel-1/2 Time-Series Features for Crop Classification in Northern Mongolia
Published in Remote sensing (Basel, Switzerland) (01-04-2022)“…Accurate and early crop-type maps are essential for agricultural policy development and food production assessment at regional and national levels. This study…”
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Synthesizing a Regional Territorial Evapotranspiration Dataset for Northern China
Published in Remote sensing (Basel, Switzerland) (01-03-2021)“…As a vital role in the processes of the energy balance and hydrological cycles, actual evapotranspiration (ET) is relevant to many agricultural, ecological and…”
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15
RNNCon: Contribution Coverage Testing for Stacked Recurrent Neural Networks
Published in Entropy (Basel, Switzerland) (17-03-2023)“…Recurrent Neural Networks (RNNs) are applied in safety-critical fields such as autonomous driving, aircraft collision detection, and smart credit. They are…”
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Cloud services with big data provide a solution for monitoring and tracking sustainable development goals
Published in Geography and sustainability (01-03-2020)“…•Cloud services provide the cost-effective solutions for monitoring and tracking SDGs.•Validation and quality control of public earth observation data is a key…”
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An Interannual Transfer Learning Approach for Crop Classification in the Hetao Irrigation District, China
Published in Remote sensing (Basel, Switzerland) (01-03-2022)“…Crop type classification is critical for crop production estimation and optimal water allocation. Crop type data are challenging to generate if crop reference…”
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Mitigating Incidence Angle Effects in Airborne SAR Time-Series Crop Classification: Integrating Transfer Learning and Variational Mode Decomposition
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2024)“…This study introduces a novel approach to improve crop classification accuracy in airborne synthetic aperture radar (SAR) time-series imagery, focusing on…”
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Clinical significance of MMP-9 overexpression in endometrial cancer: A PRISMA-compliant meta-analysis
Published in Frontiers in oncology (26-10-2022)“…ObjectiveSeveral studies have found that MMP-9, one of the extracellular matrix-degrading proteinases, was involved in EC's (endometrial cancer) clinical…”
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Network Pharmacology Analysis on the Mechanism of Xihuangwan in Treating Rectal Cancer and Radiation Enteritis
Published in Current pharmaceutical design (01-01-2024)“…Recent studies have shown that XihuangWan (XHW) is a kind of Chinese medicine with significant anti-tumor and anti-inflammatory activities. However, its…”
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