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전체 글171

March.2021 Week-4 Using satellite imagery to understand and promote sustainable development Extensive land cover change across Arctic–Boreal Northwestern North America from disturbance and climate forcing Continuous change detection and classification of land cover using all available Landsat data Tree counting with high spatial-resolution satellite imagery based on deep neural networks 2022. 2. 24.
March.2021 Week-3 Smallholder maize area and yield mapping at national scales with Google Earth Engine Growth, innovation, scaling, and the pace of life in cities Using Google Earth Engine to Map Complex Shade-Grown Coffee Landscapes in Northern Nicaragua The image of the City on social media: A comparative study using “Big Data” and “Small Data” methods in the Tri-City Region in Poland 2022. 2. 24.
March.2021 Week-2 Allometric Scaling and Resource Limitations Model of Tree Heights: Part 1. Model Optimization and Testing over Continental USA Allometric scaling of plant energetics and population density Allometric Scaling and Resource Limitations Model of Tree Heights: Part 2. Site Based Testing of the Model Allometric Scaling and Resource Limitations Model of Tree Heights: Part 3. Model Optimization and Test.. 2022. 2. 24.
March.2021 Week-1 Mapping tree density at a global scale Forest aboveground biomass estimation using Landsat 8 and Sentinel-1A data with machine learning algorithms 3D Forest: An application for descriptions of three-dimensional forest structures using terrestrial LiDAR International benchmarking of terrestrial laser scanning approaches for forest inventories 2022. 2. 24.
February.2021 Week-4 Agroforestry Tree Density Estimation Based on Hemispherical Photos and Landsat 8 OLI, TIRS Image Mapping tree density at a global scale Exploring the Use of Google Earth Imagery and Object-Based Methods in Land Use/Cover Mapping Mapping paddy rice planting area in northeastern Asia with Landsat 8 images, phenology-based algorithm and Google Earth Engine 2022. 2. 24.
February.2021 Week-3 Multiscale Rotated Bounding Box-Based Deep Learning Method for Detecting Ship Targets in Remote Sensing Images Exploring Google Earth Engine Platform for Big Data Processing : Classification of Multi-Temporal Satellite Imagery for Crop Mapping Evaluating Combinations of Temporally Aggregated Sentinel-1, Sentinel-2 and Landsat 8 for Land Cover Mapping with Google Earth Engine Change Detection of .. 2022. 2. 24.
February.2021 Week-2 Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN Image-to-Image Translation with Conditional Adversarial Networks Deep learning based banana plant detection and counting using high-resolution red-green-blue (RGB) images collected from unmanned aerial vehicle (UAV) A principal component approach for predicting the stem volume in Eucalyptus plantat.. 2022. 2. 24.
February.2021 Week-1 A Density-Based Algorithm for the Detection of Individual Trees from LiDAR Data Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Residual Dense Network for Image Super-Resolution ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network 2022. 2. 24.
January.2021 Week-4 Recurrent Shadow Attention Model (RSAM) for shadow removal in high resolution urban land-cover mapping Joint Deep Learning for land cover and land use classification A shadow constrained conditional generative adversarial net for SRTM data restoration A CNN Approach to Simultaneously Count Plants and Detect PlantationRows from UAV Imagery Leaf area density from airborne LiDAR: Comparing sensors .. 2022. 2. 24.
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