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Remote Prediction of Soybean Yield Using UAV-Based Hyperspectral Imaging and Machine Learning Models.
- Published in:
- AgriEngineering, 2024, v. 6, n. 3, p. 3242, doi. 10.3390/agriengineering6030185
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- Publication type:
- Article
Structure and tree diversity of an inland Atlantic Forest--A case study of Ponte Branca Forest Remnant, Brazil.
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- Indonesian Journal of Geography, 2022, v. 54, n. 1, p. 112, doi. 10.22146/ijg.61120
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- Publication type:
- Article
Evaluating the Performance of High-Altitude Aerial Image-Based Digital Surface Models in Detecting Individual Tree Crowns in Mature Boreal Forests.
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- Forests (19994907), 2016, v. 7, n. 7, p. 143, doi. 10.3390/f7070143
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- Article
Direct Reflectance Measurements from Drones: Sensor Absolute Radiometric Calibration and System Tests for Forest Reflectance Characterization.
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- Sensors (14248220), 2018, v. 18, n. 5, p. 1417, doi. 10.3390/s18051417
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- Publication type:
- Article
A Backpack-Mounted Omnidirectional Camera with Off-the-Shelf Navigation Sensors for Mobile Terrestrial Mapping: Development and Forest Application.
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- Sensors (14248220), 2018, v. 18, n. 3, p. 827, doi. 10.3390/s18030827
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- Publication type:
- Article
Vertical Optical Scanning with Panoramic Vision for Tree Trunk Reconstruction.
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- Sensors (14248220), 2017, v. 17, n. 12, p. 2791, doi. 10.3390/s17122791
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- Publication type:
- Article
Point Cloud Generation from Aerial Image Data Acquired by a Quadrocopter Type Micro Unmanned Aerial Vehicle and a Digital Still Camera.
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- Sensors (14248220), 2012, v. 12, n. 1, p. 453, doi. 10.3390/s120100453
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- Publication type:
- Article
Visual-Inertial Odometry Using High Flying Altitude Drone Datasets †.
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- Drones (2504-446X), 2023, v. 7, n. 1, p. 36, doi. 10.3390/drones7010036
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- Article
Design of Vegetation Index for Identifying the Mosaic Virus in Sugarcane Plantation: A Brazilian Case Study.
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- Agronomy, 2023, v. 13, n. 6, p. 1542, doi. 10.3390/agronomy13061542
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- Article
Can Basic Soil Quality Indicators and Topography Explain the Spatial Variability in Agricultural Fields Observed from Drone Orthomosaics?
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- Agronomy, 2023, v. 13, n. 3, p. 669, doi. 10.3390/agronomy13030669
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- Publication type:
- Article
Silage Grass Sward Nitrogen Concentration and Dry Matter Yield Estimation Using Deep Regression and RGB Images Captured by UAV.
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- Agronomy, 2022, v. 12, n. 6, p. 1352, doi. 10.3390/agronomy12061352
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- Publication type:
- Article
Geometric model and assessment of a dual‐fisheye imaging system.
- Published in:
- Photogrammetric Record, 2018, v. 33, n. 162, p. 243, doi. 10.1111/phor.12240
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- Publication type:
- Article
Modelling and automated calibration of a general multi‐projective camera.
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- Photogrammetric Record, 2018, v. 33, n. 161, p. 86, doi. 10.1111/phor.12230
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- Publication type:
- Article
Geometric Calibration of a Hyperspectral Frame Camera.
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- Photogrammetric Record, 2016, v. 31, n. 155, p. 325, doi. 10.1111/phor.12153
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- Publication type:
- Article
Calibrating and validating multispectral 3D imaging systems at a permanent test site-case study with an Intergraph DMC.
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- Photogrammetric Record, 2011, v. 26, n. 134, p. 229, doi. 10.1111/j.1477-9730.2011.00634.x
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- Publication type:
- Article
From research to production: radiometric block adjustment to automate and improve tonal adjustment of orthomosaics created from airborne images.
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- International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 2024, v. 48, n. 2, p. 219, doi. 10.5194/isprs-archives-XLVIII-2-2024-219-2024
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- Publication type:
- Article
Autonomous robotic drone system for mapping forest interiors.
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- International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 2024, v. 48, n. 2, p. 167, doi. 10.5194/isprs-archives-XLVIII-2-2024-167-2024
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- Publication type:
- Article
VARIABILITY OF REMOTE SENSING SPECTRAL INDICES IN BOREAL LAKE BASINS.
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- International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 2018, v. 42, n. 2, p. 411, doi. 10.5194/isprs-archives-XLII-2-411-2018
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- Publication type:
- Article
UPSCALING OF SOLAR INDUCED CHLOROPHYLL FLUORESCENCE FROM LEAF TO CANOPY USING THE DART MODEL AND A REALISTIC 3D FOREST SCENE.
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- International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 2017, v. 42, n. 3/W3, p. 107, doi. 10.5194/isprs-archives-XLII-3-W3-107-2017
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- Article
A New Approach for Feeding Multispectral Imagery into Convolutional Neural Networks Improved Classification of Seedlings.
- Published in:
- Remote Sensing, 2023, v. 15, n. 21, p. 5233, doi. 10.3390/rs15215233
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- Publication type:
- Article
Comparison of Deep Neural Networks in the Classification of Bark Beetle-Induced Spruce Damage Using UAS Images †.
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- Remote Sensing, 2023, v. 15, n. 20, p. 4928, doi. 10.3390/rs15204928
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- Publication type:
- Article
A Novel Deep Multi-Image Object Detection Approach for Detecting Alien Barleys in Oat Fields Using RGB UAV Images.
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- Remote Sensing, 2023, v. 15, n. 14, p. 3582, doi. 10.3390/rs15143582
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- Publication type:
- Article
Investigating Foliar Macro- and Micronutrient Variation with Chlorophyll Fluorescence and Reflectance Measurements at the Leaf and Canopy Scales in Potato.
- Published in:
- Remote Sensing, 2023, v. 15, n. 10, p. 2498, doi. 10.3390/rs15102498
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- Publication type:
- Article
Estimating Grass Sward Quality and Quantity Parameters Using Drone Remote Sensing with Deep Neural Networks.
- Published in:
- Remote Sensing, 2022, v. 14, n. 11, p. 2692, doi. 10.3390/rs14112692
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- Publication type:
- Article
Multispectral Imagery Provides Benefits for Mapping Spruce Tree Decline Due to Bark Beetle Infestation When Acquired Late in the Season.
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- Remote Sensing, 2022, v. 14, n. 4, p. 909, doi. 10.3390/rs14040909
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- Publication type:
- Article
Pix2pix Conditional Generative Adversarial Network with MLP Loss Function for Cloud Removal in a Cropland Time Series.
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- Remote Sensing, 2022, v. 14, n. 1, p. 144, doi. 10.3390/rs14010144
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- Publication type:
- Article
Identification of Significative LiDAR Metrics and Comparison of Machine Learning Approaches for Estimating Stand and Diversity Variables in Heterogeneous Brazilian Atlantic Forest.
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- Remote Sensing, 2021, v. 13, n. 13, p. 2444, doi. 10.3390/rs13132444
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- Article
Reference Measurements in Developing UAV Systems for Detecting Pests, Weeds, and Diseases.
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- Remote Sensing, 2021, v. 13, n. 7, p. 1238, doi. 10.3390/rs13071238
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- Article
An Image-Based Real-Time Georeferencing Scheme for a UAV Based on a New Angular Parametrization.
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- Remote Sensing, 2020, v. 12, n. 19, p. 3185, doi. 10.3390/rs12193185
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- Article
A Novel Deep Learning Method to Identify Single Tree Species in UAV-Based Hyperspectral Images.
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- Remote Sensing, 2020, v. 12, n. 8, p. 1294, doi. 10.3390/rs12081294
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- Article
Tree Species Classification of Drone Hyperspectral and RGB Imagery with Deep Learning Convolutional Neural Networks.
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- Remote Sensing, 2020, v. 12, n. 7, p. 1070, doi. 10.3390/rs12071070
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- Article
Chlorophyll Concentration Retrieval by Training Convolutional Neural Network for Stochastic Model of Leaf Optical Properties (SLOP) Inversion.
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- Remote Sensing, 2020, v. 12, n. 2, p. 283, doi. 10.3390/rs12020283
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- Article
Evaluation of Hyperspectral Multitemporal Information to Improve Tree Species Identification in the Highly Diverse Atlantic Forest.
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- Remote Sensing, 2020, v. 12, n. 2, p. 244, doi. 10.3390/rs12020244
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- Article
Accurate Calibration Scheme for a Multi-Camera Mobile Mapping System.
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- Remote Sensing, 2019, v. 11, n. 23, p. 2778, doi. 10.3390/rs11232778
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- Article
Editorial for the Special Issue "Frontiers in Spectral Imaging and 3D Technologies for Geospatial Solutions".
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- 2019
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- Publication type:
- Editorial
A Fisheye Image Matching Method Boosted by Recursive Search Space for Close Range Photogrammetry.
- Published in:
- Remote Sensing, 2019, v. 11, n. 12, p. 1404, doi. 10.3390/rs11121404
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- Publication type:
- Article
A Novel Tilt Correction Technique for Irradiance Sensors and Spectrometers On-Board Unmanned Aerial Vehicles.
- Published in:
- Remote Sensing, 2018, v. 10, n. 12, p. 2068, doi. 10.3390/rs10122068
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- Publication type:
- Article
Quantitative Remote Sensing at Ultra-High Resolution with UAV Spectroscopy: A Review of Sensor Technology, Measurement Procedures, and Data Correction Workflows.
- Published in:
- Remote Sensing, 2018, v. 10, n. 7, p. 1091, doi. 10.3390/rs10071091
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- Publication type:
- Article
Estimating Biomass and Nitrogen Amount of Barley and Grass Using UAV and Aircraft Based Spectral and Photogrammetric 3D Features.
- Published in:
- Remote Sensing, 2018, v. 10, n. 7, p. 1082, doi. 10.3390/rs10071082
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- Publication type:
- Article
Assessment of Classifiers and Remote Sensing Features of Hyperspectral Imagery and Stereo-Photogrammetric Point Clouds for Recognition of Tree Species in a Forest Area of High Species Diversity.
- Published in:
- Remote Sensing, 2018, v. 10, n. 5, p. 714, doi. 10.3390/rs10050714
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- Publication type:
- Article
Assessing Biodiversity in Boreal Forests with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging.
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- Remote Sensing, 2018, v. 10, n. 2, p. 338, doi. 10.3390/rs10020338
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- Publication type:
- Article
Radiometric Correction of Close-Range Spectral Image Blocks Captured Using an Unmanned Aerial Vehicle with a Radiometric Block Adjustment.
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- Remote Sensing, 2018, v. 10, n. 2, p. 256, doi. 10.3390/rs10020256
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- Publication type:
- Article
Comparison of the Selected State-Of-The-Art 3D Indoor Scanning and Point Cloud Generation Methods.
- Published in:
- Remote Sensing, 2017, v. 9, n. 8, p. 796, doi. 10.3390/rs9080796
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- Publication type:
- Article
Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging.
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- Remote Sensing, 2017, v. 9, n. 3, p. 185, doi. 10.3390/rs9030185
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- Publication type:
- Article
Comparison of Laser and Stereo Optical, SAR and InSAR Point Clouds from Air- and Space-Borne Sources in the Retrieval of Forest Inventory Attributes.
- Published in:
- Remote Sensing, 2015, v. 7, n. 12, p. 15933, doi. 10.3390/rs71215809
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- Publication type:
- Article
Using UAV-Based Photogrammetry and Hyperspectral Imaging for Mapping Bark Beetle Damage at Tree-Level.
- Published in:
- Remote Sensing, 2015, v. 7, n. 11, p. 15467, doi. 10.3390/rs71115467
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- Publication type:
- Article
Automation Aspects for the Georeferencing of Photogrammetric Aerial Image Archives in Forested Scenes.
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- Remote Sensing, 2015, v. 7, n. 2, p. 1565, doi. 10.3390/rs70201565
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- Publication type:
- Article
The Use of a Hand-Held Camera for Individual Tree 3D Mapping in Forest Sample Plots.
- Published in:
- Remote Sensing, 2014, v. 6, n. 7, p. 6587, doi. 10.3390/rs6076587
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- Article
Processing and Assessment of Spectrometric, Stereoscopic Imagery Collected Using a Lightweight UAV Spectral Camera for Precision Agriculture.
- Published in:
- Remote Sensing, 2013, v. 5, n. 10, p. 5006, doi. 10.3390/rs5105006
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- Publication type:
- Article
Automatic Storm Damage Detection in Forests Using High-Altitude Photogrammetric Imagery.
- Published in:
- Remote Sensing, 2013, v. 5, n. 3, p. 1405, doi. 10.3390/rs5031405
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- Article