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Geocarto International Volume 35, 2020 - Issue 7
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Original Articles

Above-ground biomass estimation of arable crops using UAV-based SfM photogrammetry

M. L. Gil-DocampoAgroforestry Engineering Department, University of Santiago de Compostela, Higher Polytechnic School of Engineering, Lugo , Spain; ORCID Iconhttp://orcid.org/0000-0002-9037-9944View further author information
ORCID Icon,
M. Arza-GarcíaAgroforestry Engineering Department, University of Santiago de Compostela, Higher Polytechnic School of Engineering, Lugo , Spain; Correspondence[email protected]
ORCID Iconhttp://orcid.org/0000-0001-6474-8825View further author information
ORCID Icon,
J. Ortiz-SanzAgroforestry Engineering Department, University of Santiago de Compostela, Higher Polytechnic School of Engineering, Lugo , Spain; ORCID Iconhttp://orcid.org/0000-0003-0717-0400View further author information
ORCID Icon,
S. Martínez-RodríguezAgroforestry Engineering Department, University of Santiago de Compostela, Higher Polytechnic School of Engineering, Lugo , Spain; View further author information
,
J. L. Marcos-RoblesMaterials Science Department, University of Valladolid, Higher Technical School of Agrarian Engineering, Palencia, Spain; ORCID Iconhttp://orcid.org/0000-0002-2792-7397View further author information
ORCID Icon &
L. F. Sánchez-SastreAgroforestry Engineering Department, University of Valladolid, Higher Technical School of Agrarian Engineering, Palencia, SpainView further author information
Pages 687-699 | Received 12 May 2018, Accepted 09 Nov 2018, Published online: 07 Feb 2019

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Amanda F. Thomas, Amy E. Frazier, Adam J. Mathews & Carlos E. Cordova. (2020) Impacts of Abrupt Terrain Changes and Grass Cover on Vertical Accuracy of UAS-SfM Derived Elevation Models. Papers in Applied Geography 6:4, pages 336-351.
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Hao Ma, Xue Li, Jiangtao Ji, Hongwei Cui, Yi Shi, Nana Li & Ce Yang. (2023) Monitoring Indicators for Comprehensive Growth of Summer Maize Based on UAV Remote Sensing. Agronomy 13:12, pages 2888.
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Aliasghar Bazrafkan, Nadia Delavarpour, Peter G. Oduor, Nonoy Bandillo & Paulo Flores. (2023) An Overview of Using Unmanned Aerial System Mounted Sensors to Measure Plant Above-Ground Biomass. Remote Sensing 15:14, pages 3543.
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Robin Kümmerer, Patrick Ole Noack & Bernhard Bauer. (2023) Using High-Resolution UAV Imaging to Measure Canopy Height of Diverse Cover Crops and Predict Biomass. Remote Sensing 15:6, pages 1520.
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Deni Suwardhi, Kamal Nur Fauzan, Agung Budi Harto, Budhy Soeksmantono, Riantini Virtriana & Arnadi Murtiyoso. (2022) 3D Modeling of Individual Trees from LiDAR and Photogrammetric Point Clouds by Explicit Parametric Representations for Green Open Space (GOS) Management. ISPRS International Journal of Geo-Information 11:3, pages 174.
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Nitzan Malachy, Imri Zadak & Offer Rozenstein. (2022) Comparing Methods to Extract Crop Height and Estimate Crop Coefficient from UAV Imagery Using Structure from Motion. Remote Sensing 14:4, pages 810.
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Izar Sinde-González, Josselyn Paola Gómez-López, Stalin Alejandro Tapia-Navarro, Erika Murgueitio, César Falconí, Fatima L. Benítez & Theofilos Toulkeridis. (2021) Determining the Effects of Nanonutrient Application in Cabbage (Brassica oleracea var. capitate L.) Using Spectrometry and Biomass Estimation with UAV. Agronomy 12:1, pages 81.
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Zhongyu Sun, Xiaonian Wang, Zhihui Wang, Long Yang, Yichun Xie & Yuhui Huang. (2021) UAVs as remote sensing platforms in plant ecology: review of applications and challenges. Journal of Plant Ecology 14:6, pages 1003-1023.
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Shunfu Xiao, Honghong Chai, Qing Wang, Ke Shao, Lei Meng, Ruili Wang, Baoguo Li & Yuntao Ma. (2021) Estimating economic benefit of sugar beet based on three-dimensional computer vision: a case study in Inner Mongolia, China. European Journal of Agronomy 130, pages 126378.
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Izar Sinde-González, Mariluz Gil-Docampo, Marcos Arza-García, José Grefa-Sánchez, Diana Yánez-Simba, Patricio Pérez-Guerrero & Víctor Abril-Porras. (2021) Biomass estimation of pasture plots with multitemporal UAV-based photogrammetric surveys. International Journal of Applied Earth Observation and Geoinformation 101, pages 102355.
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Eugenio Straffelini, Sara Cucchiaro & Paolo Tarolli. (2021) Mapping potential surface ponding in agriculture using UAV‐SfM. Earth Surface Processes and Landforms 46:10, pages 1926-1940.
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Clement Oppong Peprah, Megumi Yamashita, Tomoaki Yamaguchi, Ryo Sekino, Kyohei Takano & Keisuke Katsura. (2021) Spatio-Temporal Estimation of Biomass Growth in Rice Using Canopy Surface Model from Unmanned Aerial Vehicle Images. Remote Sensing 13:12, pages 2388.
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Anjin Chang, Jinha Jung, Junho Yeom, Murilo M. Maeda, Juan A. Landivar, Juan M. Enciso, Carlos A. Avila & Juan R. Anciso. (2021) Unmanned Aircraft System- (UAS-) Based High-Throughput Phenotyping (HTP) for Tomato Yield Estimation. Journal of Sensors 2021, pages 1-14.
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Yijun Liao & Richard L. Wood. (2020) Discrete and Distributed Error Assessment of UAS-SfM Point Clouds of Roadways. Infrastructures 5:10, pages 87.
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Bikram Pratap Banerjee, German Spangenberg & Surya Kant. (2020) Fusion of Spectral and Structural Information from Aerial Images for Improved Biomass Estimation. Remote Sensing 12:19, pages 3164.
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Elisa Cappetta, Giuseppe Andolfo, Antonio Di Matteo, Amalia Barone, Luigi Frusciante & Maria Raffaella Ercolano. (2020) Accelerating Tomato Breeding by Exploiting Genomic Selection Approaches. Plants 9:9, pages 1236.
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Uma Shankar Panday, Arun Kumar Pratihast, Jagannath Aryal & Rijan Bhakta Kayastha. (2020) A Review on Drone-Based Data Solutions for Cereal Crops. Drones 4:3, pages 41.
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Yang Song & Jinfei Wang. (2019) Winter Wheat Canopy Height Extraction from UAV-Based Point Cloud Data with a Moving Cuboid Filter. Remote Sensing 11:10, pages 1239.
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