Closing the gap between phenotyping and genotyping: review of advanced, image-based phenotyping technologies in forestry
出版年份 2022 全文链接
标题
Closing the gap between phenotyping and genotyping: review of advanced, image-based phenotyping technologies in forestry
作者
关键词
-
出版物
ANNALS OF FOREST SCIENCE
Volume 79, Issue 1, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2022-05-09
DOI
10.1186/s13595-022-01143-x
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- High throughput analysis of leaf chlorophyll content in sorghum using RGB, hyperspectral, and fluorescence imaging and sensor fusion
- (2022) Huichun Zhang et al. Plant Methods
- Bottlenecks and opportunities in field-based high-throughput phenotyping for heat and drought stress
- (2021) Nathan T Hein et al. JOURNAL OF EXPERIMENTAL BOTANY
- Potential and challenges of bioenergy with carbon capture and storage as a carbon-negative energy source: A review
- (2021) Alexandre Babin et al. BIOMASS & BIOENERGY
- Evaluating the accuracy of genomic prediction for the management and conservation of relictual natural tree populations
- (2021) Sebastián Arenas et al. Tree Genetics & Genomes
- Phenotypes of Pinus sylvestris are more coordinated under local harsher conditions across Europe
- (2021) Raquel Benavides et al. JOURNAL OF ECOLOGY
- Modelling lidar-derived estimates of forest attributes over space and time: A review of approaches and future trends
- (2021) Nicholas C. Coops et al. REMOTE SENSING OF ENVIRONMENT
- Designing Future Crops: Genomics-Assisted Breeding Comes of Age
- (2021) Rajeev K. Varshney et al. TRENDS IN PLANT SCIENCE
- Optical sensors: deciphering plant phenomics in breeding factories
- (2021) Dawei Sun et al. TRENDS IN PLANT SCIENCE
- How Spatial Resolution Affects Forest Phenology and Tree-Species Classification Based on Satellite and Up-Scaled Time-Series Images
- (2021) Kaijian Xu et al. Remote Sensing
- Lidar biomass index: A novel solution for tree-level biomass estimation using 3D crown information
- (2021) Qiang Wang et al. FOREST ECOLOGY AND MANAGEMENT
- Latent heat flux variability and response to drought stress of black poplar: A multi-platform multi-sensor remote and proximal sensing approach to relieve the data scarcity bottleneck
- (2021) Flavia Tauro et al. REMOTE SENSING OF ENVIRONMENT
- Variety Identification of Chinese Walnuts Using Hyperspectral Imaging Combined with Chemometrics
- (2021) Hongzhe Jiang et al. Applied Sciences-Basel
- Non-invasive sensing techniques to phenotype multiple apple tree architectures
- (2021) Chongyuan Zhang et al. Information Processing in Agriculture
- Cross-site learning in deep learning RGB tree crown detection
- (2020) Ben G. Weinstein et al. Ecological Informatics
- Leaf Net Photosynthesis, Leaf Greenness, and Shoot Lignin Content of Nonbearing Pecan Trees at Two Nitrogen and Nickel Application Rates
- (2020) Sara Andrea Moran-Duran et al. HORTSCIENCE
- Crop Phenomics and High-Throughput Phenotyping: Past Decades, Current Challenges, and Future Perspectives
- (2020) Wanneng Yang et al. Molecular Plant
- The root‐specific NF‐Y family transcription factor, PdNF‐YB21, positively regulates root growth and drought resistance by ABA‐mediated IAA transport in Populu s
- (2020) Yangyan Zhou et al. NEW PHYTOLOGIST
- Characterizing variations in growth characteristics between Douglas-fir with different genetic gain levels using airborne laser scanning
- (2020) Francois du Toit et al. TREES-STRUCTURE AND FUNCTION
- Editorial: Woody Plants and Forest Ecosystems in a Complex World—Ecological Interactions and Physiological Functioning Above and Below Ground
- (2020) Boris Rewald et al. Frontiers in Plant Science
- Recognition of diseased Pinus trees in UAV images using deep learning and AdaBoost classifier
- (2020) Gensheng Hu et al. BIOSYSTEMS ENGINEERING
- Application of high-throughput plant phenotyping for assessing biophysical traits and drought response in two oak species under controlled environment
- (2020) Anastasios Mazis et al. FOREST ECOLOGY AND MANAGEMENT
- Reverse-time migration for evaluating the internal structure of tree-trunks using ground-penetrating radar
- (2020) Amir M. Alani et al. NDT & E INTERNATIONAL
- Modeling realized gains in Douglas-fir (Pseudotsuga menziesii) using laser scanning data from unmanned aircraft systems (UAS)
- (2020) Samuel Grubinger et al. FOREST ECOLOGY AND MANAGEMENT
- Change in forest condition: Characterizing non-stand replacing disturbances using time series satellite imagery
- (2020) Nicholas C. Coops et al. FOREST ECOLOGY AND MANAGEMENT
- Developmental changes in the reflectance spectra of temperate deciduous tree leaves, and implications for thermal emissivity and leaf temperature
- (2020) Andrew D. Richardson et al. NEW PHYTOLOGIST
- Identification of Apple Varieties Using a Multichannel Hyperspectral Imaging System
- (2020) Yuping Huang et al. SENSORS
- Deriving internal crown geometric features of Douglas-fir from airborne laser scanning in a realized-gain trial
- (2020) Francois du Toit et al. FORESTRY
- Harnessing High-throughput Phenotyping and Genotyping for Enhanced Drought Tolerance in Crop Plants
- (2020) Javaid Akhter Bhat et al. JOURNAL OF BIOTECHNOLOGY
- Moving to Automated Tree Inventory: Comparison of UAS-Derived Lidar and Photogrammetric Data with Manual Ground Estimates
- (2020) Luiz Felipe Ramalho de Oliveira et al. Remote Sensing
- Chlorophyll content estimation in an open-canopy conifer forest with Sentinel-2A and hyperspectral imagery in the context of forest decline
- (2019) P.J. Zarco-Tejada et al. REMOTE SENSING OF ENVIRONMENT
- Using unmanned aerial vehicle-based multispectral, RGB and thermal imagery for phenotyping of forest genetic trials: A case study in Pinus halepensis
- (2019) Filippo Santini et al. ANNALS OF APPLIED BIOLOGY
- Photosynthetic parameters of Juglans nigra trees are linked to cumulative water stress
- (2019) Martin-Michel Gauthier et al. CANADIAN JOURNAL OF FOREST RESEARCH
- NU-Spidercam: A large-scale, cable-driven, integrated sensing and robotic system for advanced phenotyping, remote sensing, and agronomic research
- (2019) Geng Bai et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Multi-scale high-throughput phenotyping of apple architectural and functional traits in orchard reveals genotypic variability under contrasted watering regimes
- (2019) Aude Coupel-Ledru et al. Horticulture Research
- Differentiating between morphologically similar species in genus Cinnamomum (Lauraceae) using deep convolutional neural networks
- (2019) Hao-Wen Yang et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Afforestation as a real option with joint production of environmental services
- (2019) Niels Strange et al. FOREST POLICY AND ECONOMICS
- High-throughput analysis of leaf physiological and chemical traits with VIS–NIR–SWIR spectroscopy: a case study with a maize diversity panel
- (2019) Yufeng Ge et al. Plant Methods
- Quantifying the effect of Jacobiasca lybica pest on vineyards with UAVs by combining geometric and computer vision techniques
- (2019) Ana del-Campo-Sanchez et al. PLoS One
- Describing seasonal differences in tree crown delineation using multispectral UAS data and structure from motion
- (2019) Nicholas E. Kolarik et al. Remote Sensing Letters
- Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks
- (2019) Ben G. Weinstein et al. Remote Sensing
- Estimation of plant and canopy architectural traits using the D3P Digital Plant Phenotyping Platform
- (2019) Shouyang Liu et al. PLANT PHYSIOLOGY
- Classification of tree species and stock volume estimation in ground forest images using Deep Learning
- (2019) Jiazheng Liu et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Deep learning for conifer/deciduous classification of airborne LiDAR 3D point clouds representing individual trees
- (2019) Hamid Hamraz et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- A survey of unmanned aerial sensing solutions in precision agriculture
- (2019) Anandarup Mukherjee et al. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
- An efficient RGB-UAV-based platform for field almond tree phenotyping: 3-D architecture and flowering traits
- (2019) Francisca López-Granados et al. Plant Methods
- Automatic dendrometry: Tree detection, tree height and diameter estimation using terrestrial laser scanning
- (2018) Carlos Cabo et al. International Journal of Applied Earth Observation and Geoinformation
- A Novel LiDAR-Based Instrument for High-Throughput, 3D Measurement of Morphological Traits in Maize and Sorghum
- (2018) Suresh Thapa et al. SENSORS
- The genomics of local adaptation in trees: are we out of the woods yet?
- (2018) Brandon M. Lind et al. Tree Genetics & Genomes
- Magnetic resonance imaging evidences of the impact of water sorption on hardwood capillary imbibition dynamics
- (2018) M. Zhou et al. WOOD SCIENCE AND TECHNOLOGY
- Prediction of Chlorophyll Content in Different Light Areas of Apple Tree Canopies based on the Color Characteristics of 3D Reconstruction
- (2018) Xiaodan Ma et al. Remote Sensing
- Field-Based Scoring of Soybean Iron Deficiency Chlorosis Using RGB Imaging and Statistical Learning
- (2018) Geng Bai et al. Frontiers in Plant Science
- Deep Learning for Plant Stress Phenotyping: Trends and Future Perspectives
- (2018) Asheesh Kumar Singh et al. TRENDS IN PLANT SCIENCE
- Phenotyping Whole Forests Will Help to Track Genetic Performance
- (2018) Heidi S. Dungey et al. TRENDS IN PLANT SCIENCE
- Detecting the Competition between Moso Bamboos and Broad-Leaved Trees in Mixed Forests Using a Terrestrial Laser Scanner
- (2018) Yingjie Yan et al. Forests
- Using Deep Convolutional Neural Network for oak acorn viability recognition based on color images of their sections
- (2018) Jaromir Przybyło et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Phenomic Selection Is a Low-Cost and High-Throughput Method Based on Indirect Predictions: Proof of Concept on Wheat and Poplar
- (2018) Renaud Rincent et al. G3-Genes Genomes Genetics
- Quantitative Genetics and Genomics Converge to Accelerate Forest Tree Breeding
- (2018) Dario Grattapaglia et al. Frontiers in Plant Science
- Field Scanalyzer: An automated robotic field phenotyping platform for detailed crop monitoring
- (2017) Nicolas Virlet et al. FUNCTIONAL PLANT BIOLOGY
- Determining the Content of Nitrogen in Rubber Trees by the Method of NIR Spectroscopy
- (2017) R. Tang et al. Journal of Applied Spectroscopy
- Trends in plant research using molecular markers
- (2017) Jose Antonio Garrido-Cardenas et al. PLANTA
- The interaction of human population, food production, and biodiversity protection
- (2017) Eileen Crist et al. SCIENCE
- Crop 3D—a LiDAR based platform for 3D high-throughput crop phenotyping
- (2017) Qinghua Guo et al. Science China-Life Sciences
- Predictions of Tropical Forest Biomass and Biomass Growth Based on Stand Height or Canopy Area Are Improved by Landsat-Scale Phenology across Puerto Rico and the U.S. Virgin Islands
- (2017) David Gwenzi et al. Remote Sensing
- UAV-Based Thermal Imaging for High-Throughput Field Phenotyping of Black Poplar Response to Drought
- (2017) Riccardo Ludovisi et al. Frontiers in Plant Science
- Temporal dynamics of maize plant growth, water use, and leaf water content using automated high throughput RGB and hyperspectral imaging
- (2016) Yufeng Ge et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Mapping almond orchard canopy volume, flowers, fruit and yield using lidar and vision sensors
- (2016) James P. Underwood et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Usability of time-lapse digital camera images to detect characteristics of tree phenology in a tropical rainforest
- (2016) Shin Nagai et al. Ecological Informatics
- Improved Salient Feature-Based Approach for Automatically Separating Photosynthetic and Nonphotosynthetic Components Within Terrestrial Lidar Point Cloud Data of Forest Canopies
- (2016) Lixia Ma et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Mapping Within-Stem Variation of Chemical Composition by near Infrared Hyperspectral Imaging
- (2016) Armin Thumm et al. JOURNAL OF NEAR INFRARED SPECTROSCOPY
- Leaf flush drives dry season green-up of the Central Amazon
- (2016) Aline Pontes Lopes et al. REMOTE SENSING OF ENVIRONMENT
- A questionnaire-based review of the operational use of remotely sensed data by national forest inventories
- (2016) Frank Barrett et al. REMOTE SENSING OF ENVIRONMENT
- Non-destructive Phenotypic Analysis of Early Stage Tree Seedling Growth Using an Automated Stereovision Imaging Method
- (2016) Antonio Montagnoli et al. Frontiers in Plant Science
- Lights, camera, action: high-throughput plant phenotyping is ready for a close-up
- (2015) Noah Fahlgren et al. CURRENT OPINION IN PLANT BIOLOGY
- Facing north or south: Does slope aspect impact forest stand characteristics and soil properties in a semiarid trans-Himalayan valley?
- (2015) Inger Elisabeth Måren et al. JOURNAL OF ARID ENVIRONMENTS
- Comparison of satellite-derived LAI and precipitation anomalies over Brazil with a thermal infrared-based Evaporative Stress Index for 2003–2013
- (2015) Martha C. Anderson et al. JOURNAL OF HYDROLOGY
- Deep learning-based tree classification using mobile LiDAR data
- (2015) Haiyan Guan et al. Remote Sensing Letters
- Estimating Forest Biomass Dynamics by Integrating Multi-Temporal Landsat Satellite Images with Ground and Airborne LiDAR Data in the Coal Valley Mine, Alberta, Canada
- (2015) Nasem Badreldin et al. Remote Sensing
- Automation Aspects for the Georeferencing of Photogrammetric Aerial Image Archives in Forested Scenes
- (2015) Kimmo Nurminen et al. Remote Sensing
- Using UAV-Based Photogrammetry and Hyperspectral Imaging for Mapping Bark Beetle Damage at Tree-Level
- (2015) Roope Näsi et al. Remote Sensing
- Applying high-throughput phenotyping to plant–insect interactions: picturing more resistant crops
- (2015) Fiona L Goggin et al. Current Opinion in Insect Science
- Assessing forest inventory information obtained from different inventory approaches and remote sensing data sources
- (2014) Even Bergseng et al. ANNALS OF FOREST SCIENCE
- Impact of local slope and aspect assessed from LiDAR records on tree diameter in radiata pine (Pinus radiata D. Don) plantations
- (2014) Hanieh Saremi et al. ANNALS OF FOREST SCIENCE
- Detection of the different characteristics of year-to-year variation in foliage phenology among deciduous broad-leaved tree species by using daily continuous canopy surface images
- (2014) Tomoharu Inoue et al. Ecological Informatics
- Imaging spectroscopy links aspen genotype with below-ground processes at landscape scales
- (2014) M. D. Madritch et al. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES
- Low-Cost 3D Systems: Suitable Tools for Plant Phenotyping
- (2014) Stefan Paulus et al. SENSORS
- A Review of Imaging Techniques for Plant Phenotyping
- (2014) Lei Li et al. SENSORS
- Molecular and physiological responses to abiotic stress in forest trees and their relevance to tree improvement
- (2014) A. Harfouche et al. TREE PHYSIOLOGY
- Remote Sensing of Sonoran Desert Vegetation Structure and Phenology with Ground-Based LiDAR
- (2014) Joel Sankey et al. Remote Sensing
- Tree Stem and Height Measurements using Terrestrial Laser Scanning and the RANSAC Algorithm
- (2014) Kenneth Olofsson et al. Remote Sensing
- Proximal Remote Sensing Buggies and Potential Applications for Field-Based Phenotyping
- (2014) David Deery et al. Agronomy-Basel
- Status and prospects for LiDAR remote sensing of forested ecosystems
- (2013) M.A. Wulder et al. CANADIAN JOURNAL OF REMOTE SENSING
- Airborne laser scanning and digital stereo imagery measures of forest structure: comparative results and implications to forest mapping and inventory update
- (2013) Mikko Vastaranta et al. CANADIAN JOURNAL OF REMOTE SENSING
- Cell to whole-plant phenotyping: the best is yet to come
- (2013) Stijn Dhondt et al. TRENDS IN PLANT SCIENCE
- Early Detection of Bark Beetle Green Attack Using TerraSAR-X and RapidEye Data
- (2013) Sonia Ortiz et al. Remote Sensing
- Comparing carbon flux and high-resolution spring phenological measurements in a northern mixed forest
- (2012) Mark D. Schwartz et al. AGRICULTURAL AND FOREST METEOROLOGY
- Climate change, phenology, and phenological control of vegetation feedbacks to the climate system
- (2012) Andrew D. Richardson et al. AGRICULTURAL AND FOREST METEOROLOGY
- Species-Level Differences in Hyperspectral Metrics among Tropical Rainforest Trees as Determined by a Tree-Based Classifier
- (2012) Matthew L. Clark et al. Remote Sensing
- The influence of conifer forest canopy cover on the accuracy of two individual tree measurement algorithms using lidar data
- (2011) Michael J Falkowski et al. CANADIAN JOURNAL OF REMOTE SENSING
- Dynamic 13C/1H NMR imaging uncovers sugar allocation in the living seed
- (2011) Gerd Melkus et al. PLANT BIOTECHNOLOGY JOURNAL
- Use of aerial thermal imaging to estimate water status of palm trees
- (2011) Y. Cohen et al. PRECISION AGRICULTURE
- Airborne Light Detection and Ranging (LiDAR) for Individual Tree Stem Location, Height, and Biomass Measurements
- (2011) Curtis Edson et al. Remote Sensing
- Estimation of Biomass Heat Storage Using Thermal Infrared Imagery: Application to a Walnut Orchard
- (2010) Anirban Garai et al. BOUNDARY-LAYER METEOROLOGY
- Assessing changes in forest fragmentation following infestation using time series Landsat imagery
- (2010) Nicholas C. Coops et al. FOREST ECOLOGY AND MANAGEMENT
- Statistical fusion of lidar, InSAR, and optical remote sensing data for forest stand height characterization: A regional-scale method based on LVIS, SRTM, Landsat ETM+, and ancillary data sets
- (2010) J. M. Kellndorfer et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Simultaneous measurements of plant structure and chlorophyll content in broadleaf saplings with a terrestrial laser scanner
- (2010) Jan U.H. Eitel et al. REMOTE SENSING OF ENVIRONMENT
- Variation in foliar water content and hyperspectral reflectance ofPinus patulatrees infested bySirex noctilio
- (2010) O Mutanga et al. Southern Forests
- Classification of Defoliated Trees Using Tree-Level Airborne Laser Scanning Data Combined with Aerial Images
- (2010) Tuula Kantola et al. Remote Sensing
- Breeding without breeding
- (2009) YOUSRY A. El-KASSABY et al. Genetics Research
- Estimating tree and stand variables in a Corsican Pine woodland from terrestrial laser scanner data
- (2009) K. Tansey et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Forage quality of savannas — Simultaneously mapping foliar protein and polyphenols for trees and grass using hyperspectral imagery
- (2009) Andrew K. Skidmore et al. REMOTE SENSING OF ENVIRONMENT
- Marker-assisted selection: an approach for precision plant breeding in the twenty-first century
- (2007) B. C.Y Collard et al. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES
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