Remote sensing as a tool to assess botanical composition, structure, quantity and quality of temperate grasslands

No abstract is available for this paper.

• Publication year

  2018

• Venue

  Grass and Forage Science

• Publication date

  2018-03-01

• Fields of study

  Agricultural and Food Sciences, Environmental Science

• Identifiers
  DOI 10.1111/GFS.12312
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• EnMAP: hyperspectral Imager (HSI) for Earth observation: current status

  2019influential reference
• The spectral variability hypothesis does not hold across landscapes

  2017cited by this paper
• Fusion of Ultrasonic and Spectral Sensor Data for Improving the Estimation of Biomass in Grasslands with Heterogeneous Sward Structure

  2017cited by this paper
• Modeling Aboveground Biomass in Hulunber Grassland Ecosystem by Using Unmanned Aerial Vehicle Discrete Lidar

  2017cited by this paper
• Estimation of Vegetation Water Content From the Radar Vegetation Index at L-Band

  2016cited by this paper
• Airborne Hyperspectral Data Predict Fine-Scale Plant Species Diversity in Grazed Dry Grasslands

  2016cited by this paper
• Determination of fibre and protein content in heterogeneous pastures using field spectroscopy and ultrasonic sward height measurements

  2016cited by this paper
• Retrieval of agricultural crop height from space: A comparison of SAR techniques

  2016cited by this paper
• Monitoring of Agricultural Grasslands With Time Series of X-Band Repeat-Pass Interferometric SAR

  2016cited by this paper
• Satellite remote sensing to monitor species diversity: potential and pitfalls

  2016cited by this paper
• Observations of Cutting Practices in Agricultural Grasslands Using Polarimetric SAR

  2016cited by this paper
• Leaf color and vine size are related to yield in a phylloxera-infested vineyard

  2015cited by this paper
• Challenges and opportunities in harnessing satellite remote-sensing for biodiversity monitoring

  2015cited by this paper
• Review of the use of remote sensing for biomass estimation to support renewable energy generation

  2015cited by this paper
• Sward surface height estimation with a rising plate meter and the C-Dax Pasturemeter.

  2015influential reference
• Structural diversity indices based on airborne LiDAR as ecological indicators for managing highly dynamic landscapes

  2015cited by this paper
• Mapping Natura 2000 Habitat Conservation Status in a Pannonic Salt Steppe with Airborne Laser Scanning

  2015cited by this paper
• Local-scale mapping of biomass in tropical lowland pine savannas using ALOS PALSAR

  2014cited by this paper
• Extracting Structural Vegetation Components From Small-Footprint Waveform Lidar for Biomass Estimation in Savanna Ecosystems

  2014cited by this paper
• Quantifying Responses of Spectral Vegetation Indices to Dead Materials in Mixed Grasslands

  2014cited by this paper
• Categorizing Grassland Vegetation with Full-Waveform Airborne Laser Scanning: A Feasibility Study for Detecting Natura 2000 Habitat Types

  2014cited by this paper
• Combined Use of Multi-Temporal Optical and Radar Satellite Images for Grassland Monitoring

  2014cited by this paper
• Reflectance estimation of canopy nitrogen content in winter wheat using optimised hyperspectral spectral indices and partial least squares regression

  2014cited by this paper
• A multi-sensor approach for predicting biomass of extensively managed grassland

  2014influential reference
• Earth observation satellite sensors for biodiversity monitoring: potentials and bottlenecks

  2014cited by this paper
• Potential applications of remote sensing in horticulture—A review

  2013cited by this paper
• Combining ultrasonic sward height and spectral signatures to assess the biomass of legume-grass swards

  2013cited by this paper
• Relationships between soil respiration and photosynthesis-related spectral vegetation indices in two cropland ecosystems

  2012cited by this paper
• New spectral vegetation indices based on the near-infrared shoulder wavelengths for remote detection of grassland phytomass

  2012cited by this paper
• DLR-Jahresfilm 2012

  2012cited by this paper
• Remote sensing-based estimation of gross primary production in a subalpine grassland

  2012cited by this paper
• Biomass estimation of alpine grasslands under different grazing intensities using spectral vegetation indices

  2012cited by this paper
• Mapping plant strategy types using remote sensing

  2012cited by this paper
• Assessment of forage mass from grassland swards by height measurement using an ultrasonic sensor

  2011cited by this paper
• Delineating productivity zones in a citrus grove using citrus production, tree growth and temporally stable soil data

  2011cited by this paper
• Hyperspectral remote sensing for estimating aboveground biomass and for exploring species richness patterns of grassland habitats

  2011cited by this paper
• Fusing small-footprint waveform LiDAR and hyperspectral data for canopy-level species classification and herbaceous biomass modeling in savanna ecosystems

  2011cited by this paper
• Benefits of hyperspectral remote sensing for tracking plant invasions

  2011cited by this paper
• Potential for spectral indices to remotely sense phosphorus and potassium content of legume-based pasture as a means of assessing soil phosphorus and potassium fertility status

  2011cited by this paper
• Review: Sensing technologies for precision specialty crop production

  2010cited by this paper
• Design of an ultrasonic sensor for measuring distance and detecting obstacles.

  2010cited by this paper
• Invasive Species, Environmental Change and Management, and Health

  2010cited by this paper
• Inventorying management status and plant species richness in semi-natural grasslands using high spatial resolution imagery

  2010cited by this paper
• Development of a yield monitoring system for citrus mechanical harvesting machines

  2010cited by this paper
• Fine-scale assessment of hay meadow productivity and plant diversity in the European Alps using field spectrometric data

  2010cited by this paper
• Value of Using Different Vegetative Indices to Quantify Agricultural Crop Characteristics at Different Growth Stages under Varying Management Practices

  2010cited by this paper
• THE SENSITIVITY OF MULTI-FREQUENCY (X, C AND L-BAND) RADAR BACKSCATTER SIGNATURES TO BIO-PHYSICAL VARIABLES (LAI) OVER CORN AND SOYBEAN FIELDS

  2010cited by this paper
• The relationship between coverage and dry matter contribution of forage legumes in binary legume-grass mixtures.

  2010cited by this paper
• Spectral variation versus species beta-diversity at different spatial scales: a test in African highland savannas.

  2010cited by this paper
• Determination of Dry Matter Yield from Legume–Grass Swards by Field Spectroscopy

  2009cited by this paper
• Determining the Contribution of Legumes in Legume–Grass Mixtures Using Digital Image Analysis

  2009cited by this paper
• Development of canopy reflectance models to predict forage quality of legume-grass mixtures.

  2009cited by this paper
• Integration of optical and Synthetic Aperture Radar (SAR) imagery for delivering operational annual crop inventories

  2009cited by this paper
• Hyperspectral predictors for monitoring biomass production in Mediterranean mountain grasslands: Majella National Park, Italy

  2009cited by this paper
• Estimating aboveground biomass of grassland having a high canopy cover: an exploratory analysis of in situ hyperspectral data

  2009cited by this paper
• Estimating landscape‐scale vegetation carbon stocks using airborne multi‐frequency polarimetric synthetic aperture radar (SAR) in the savannahs of north Australia

  2009cited by this paper
• Detection of mechanical and disease stresses in citrus plants by fluorescence spectroscopy.

  2008cited by this paper
• Normalized difference spectral indices for estimating photosynthetic efficiency and capacity at a canopy scale derived from hyperspectral and CO2 flux measurements in rice

  2008cited by this paper
• Prospects and results for optical systems for site-specific on-the-go control of nitrogen-top-dressing in Germany

  2008cited by this paper
• QuickBird and Hyperion data analysis of an invasive plant species in the Galapagos Islands of Ecuador: Implications for control and land use management

  2008cited by this paper
• A new algorithm for automatic Rumex obtusifolius detection in digital images using colour and texture features and the influence of image resolution

  2007cited by this paper
• Characterization of pasture biophysical properties and the impact of grazing intensity using remotely sensed data

  2007cited by this paper
• Image acquisition for weed detection and identification by digital image analysis.

  2007cited by this paper
• Assessment of pasture production in the Italian Alps using spectrometric and remote sensing information

  2007cited by this paper
• Estimating and mapping grass phosphorus concentration in an African savanna using hyperspectral image data

  2007influential reference
• Feature extraction for the identification of weed species in digital images for the purpose of site-specific weed control.

  2007cited by this paper
• Estimation of green grass/herb biomass from airborne hyperspectral imagery using spectral indices and partial least squares regression

  2007cited by this paper
• Patchy weed distribution and site-specific weed control in winter cereals

  2006cited by this paper
• Imaging spectroscopy for on-farm measurement of grassland yield and quality

  2006cited by this paper
• Estimation of yellow starthistle abundance through CASI-2 hyperspectral imagery using linear spectral mixture models

  2006cited by this paper
• Identification of broad-leaved dock (Rumex obtusifolius L.) on grassland by means of digital image processing

  2006cited by this paper
• Integrating remote sensing and spatial statistics to model herbaceous biomass distribution in a tropical savanna

  2006cited by this paper
• Remote Sensing for Grassland Management in the Arid Southwest

  2006cited by this paper
• Automated Crop and Weed Monitoring in Widely Spaced Cereals

  2006cited by this paper
• Image Processing Performance Assessment Using Crop Weed Competition Models

  2005cited by this paper
• Indicators of plant species richness in AVIRIS spectra of a mesic grassland

  2005cited by this paper
• Performance of grassland under different cutting regimes as affected by sward composition, nitrogen input, soil conditions and weather—a simulation study

  2005cited by this paper
• Imaging spectroscopy as a tool for mapping Ellenberg indicator values

  2005cited by this paper
• Automatic radiometric normalization of multitemporal satellite imagery

  2004cited by this paper
• Integrating imaging spectroscopy and neural networks to map grass quality in the Kruger National Park, South Africa

  2004cited by this paper
• Estimating foliage nitrogen concentration from HYMAP data using continuum, removal analysis

  2004cited by this paper
• Remote sensing based estimation of evapotranspiration rates

  2004cited by this paper
• Determination of Forage Chemical Composition Using Remote Sensing

  2004cited by this paper
• Pastures from space : introduction to the technology on farm

  2004cited by this paper
• Evaluating an image analysis system for mapping white clover pastures

  2004cited by this paper
• An assessment of the effectiveness of atmospheric correction algorithms through the remote sensing of some reservoirs

  2004cited by this paper
• Combination of Spectral Reflectance and Ultrasonic Sensing to monitor the Growth of Winter Wheat

  2004cited by this paper
• Testing the spectral variation hypothesis by using satellite multispectral images

  2004cited by this paper
• Non-contacting chlorophyll fluorescence sensing for site-specific nitrogen fertilization in wheat and maize

  2003cited by this paper
• Synergy of multitemporal ERS-1 SAR and Landsat TM data for classification of agricultural crops

  2003cited by this paper
• Development of decision rules for site-specific N fertilization by the application of data mining techniques.

  2003cited by this paper
• Assessment of atmospheric correction methods for Landsat TM data applicable to Amazon basin LBA research

  2002cited by this paper
• Radiometric normalization of multitemporal high-resolution satellite images with quality control for land cover change detection

  2002cited by this paper
• The radiometric normalization of multitemporal Thematic Mapper imagery of the midlands of Ireland - a case study

  2002cited by this paper
• Site-Specific Weed Control in Maize, Sugar Beet, Winter Wheat, and Winter Barley

  2002cited by this paper
• Quantitative tools for perfecting species lists

  2002cited by this paper
• Radar and Optical Data Comparison/Integration for Urban Delineation: A Case Study

  2002cited by this paper
• Classification and Change Detection Using Landsat TM Data: When and How to Correct Atmospheric Effects?

  2001cited by this paper
• Estimating Forage Mass with a Commercial Capacitance Meter, Rising Plate Meter, and Pasture Ruler

  2001cited by this paper
• Tractor based remote sensing for variable nitrogen fertilizer application

  2001cited by this paper

• Grassland ecosystem assessments: integrating UAV-derived features for aboveground biomass estimation

  2026cites this paper
• Predicting species diversity and community traits from remote sensing in species-rich grasslands

  2026cites this paper
• Research on Grassland Classification Method in Water Conservation Areas of the Qinghai–Tibet Plateau Based on Multi-Source Data Fusion

  2025cites this paper
• Pasture Floristic Composition as an Indicator of Soil pH Correction and Sheep Stocking Rate in Montado Ecosystem

  2025cites this paper
• Field spectroscopy and machine learning successfully predict grassland forage quality and quantity across climate zones

  2025cites this paper
• Evaluating Remote Sensing Products for Pasture Composition and Yield Prediction

  2025cites this paper
• Improving Forage Quality from Permanent Grasslands to Enhance Ruminant Productivity

  2025cites this paper
• Predicting the nitrogen content of mediterranean forage crops: A remote sensing approach

  2025cites this paper
• Classification of grassland community types and palatable pastures in semi-arid savannah grasslands of Kenya using multispectral Sentinel-2 imagery

  2025cites this paper
• Remote Sensing for Pasture Biomass Quantity and Quality Assessment: Challenges and Future Prospects

  2025cites this paper
• ASAS-NANP symposium: mathematical modeling in animal nutrition: application of modeling innovations to support satellite remote sensing for sustainable grazing cattle management

  2025cites this paper
• Introducing a learning tool (QSVI): A QGIS plugin for computing vegetation, chlorophyll, and thermal indices with remote sensing images

  2025cites this paper
• Analysis of the relationship between vegetation indices and forage nutritional parameters in Mediterranean semi-arid rainfed grasslands

  2025cites this paper
• Alfalfa detection and stem count from proximal images using a combination of deep neural networks and machine learning

  2025cites this paper
• Different growth response of mountain rangeland habitats to inter-annual weather fluctuations

  2025cites this paper
• Pasture monitoring using remote sensing and machine learning: A review of methods and applications

  2025cites this paper
• Are We Up to the Best Practises in Forage and Grassland Precision Harvest? A Review

  2025cites this paper
• Spatio-temporal prediction of total and legume dry matter yield using UAV-borne RGB and multispectral images in alfalfa-grass mixtures

  2025cites this paper
• Pixels to Pasture: Using Machine Learning and Multispectral Remote Sensing to Predict Biomass and Nutrient Quality in Tropical Grasslands

  2024cites this paper
• Understanding spatio-temporal complexity of vegetation using drones, what could we improve?

  2024cites this paper
• Combining satellite-sensed and ground data and the BASGRA model to predict grass yield in high-latitude regions

  2024cites this paper
• Predicting herbage biomass on small‐scale farms by combining sward height with different aggregations of weather data

  2024cites this paper
• Integration of UAV-sensed features using machine learning methods to assess species richness in wet grassland ecosystems

  2024cites this paper
• Pasture Quality Assessment through NDVI Obtained by Remote Sensing: A Validation Study in the Mediterranean Silvo-Pastoral Ecosystem

  2024cites this paper
• Seasonal monitoring of biochemical variables in natural rangelands using Sentinel-1 and Sentinel-2 data

  2024cites this paper
• High temporal and spatial estimation of grass yield by applying an improved Carnegie-Ames-Stanford approach (CASA)-NPP transformation method: A case study of Zhenglan Banner, Inner Mongolia, China

  2024cites this paper
• Using sentinel-2 satellite images and machine learning algorithms to predict tropical pasture forage mass, crude protein, and fiber content

  2024cites this paper
• Development of a Robust Sensor Calibration for a Commercially Available Rising Platemeter to Estimate Herbage Mass on Temperate Seminatural Pastures

  2024cites this paper
• Comparative Performance of Aerial RGB vs. Ground Hyperspectral Indices for Evaluating Water and Nitrogen Status in Sweet Maize

  2024cites this paper
• Advancements in drought using remote sensing: assessing progress, overcoming challenges, and exploring future opportunities

  2024cites this paper
• Comparing the Predictive Capacity of Allometric Models in Estimating Grass Biomass in a Desert Grassland

  2024cites this paper
• Legume content estimation from UAV image in grass-legume meadows: comparison methods based on the UAV coverage vs. field biomass

  2024cites this paper
• Grid grazing: A case study on the potential of combining virtual fencing and remote sensing for innovative grazing management on a grid base

  2023cites this paper
• Improving the accuracy of models to map alpine grassland above‐ground biomass using Google earth engine

  2023cites this paper
• Tools for Predicting Forage Growth in Rangelands and Economic Analyses—A Systematic Review

  2023cites this paper
• Long-term legacy of sowing legume-rich mixtures in Mediterranean wooded grasslands

  2023cites this paper
• Advancing Skyborne Technologies and High-Resolution Satellites for Pasture Monitoring and Improved Management: A Review

  2023cites this paper
• Integrating vegetation phenological characteristics and polarization features with object-oriented techniques for grassland type identification

  2023cites this paper
• Improving the Potential of Coniferous Forest Aboveground Biomass Estimation by Integrating C- and L-Band SAR Data with Feature Selection and Non-Parametric Model

  2023cites this paper
• NORNE, a process-based grass growth model accounting for within-field soil variation using remote sensing for in-season corrections

  2023cites this paper
• Prediction of Grassland Biodiversity Using Measures of Spectral Variance: A Meta-Analytical Review

  2023cites this paper
• Assessing Transferability of Remote Sensing Pasture Estimates Using Multiple Machine Learning Algorithms and Evaluation Structures

  2023cites this paper
• Digital whole-community phenotyping: tracking morphological and physiological responses of plant communities to environmental changes in the field

  2023cites this paper
• Challenges of Pasture Feeding Systems—Opportunities and Constraints

  2023cites this paper
• How do we feed grazing livestock in the future? A case for knowledge‐driven grazing systems

  2022cites this paper
• Intra-annual taxonomic and phenological drivers of spectral variance in grasslands

  2022cites this paper
• Assessing the Impact of Soil on Species Diversity Estimation Based on UAV Imaging Spectroscopy in a Natural Alpine Steppe

  2022cites this paper
• Advances in Grass and Forage Processing and Production in China

  2022cites this paper
• Detection of grassland mowing frequency using time series of vegetation indices from Sentinel-2 imagery

  2022cites this paper
• Spectral-Based Classification of Plant Species Groups and Functional Plant Parts in Managed Permanent Grassland

  2022cites this paper
• A Review of Sensor Technologies Applicable for Domestic Livestock Production and Health Management

  2022cites this paper
• Estimation of aboveground biomass production using an unmanned aerial vehicle (UAV) and VENμS satellite imagery in Mediterranean and semiarid rangelands

  2022cites this paper
• Hyperspectral-Based Classification of Managed Permanent Grassland with Multilayer Perceptrons: Influence of Spectral Band Count and Spectral Regions on Model Performance

  2022cites this paper
• Digital whole-community phenotyping to assess morphological and physiological features of plant communities in the field

  2022cites this paper
• Hyperspectral Monitoring Driven by Machine Learning Methods for Grassland Above-Ground Biomass

  2022cites this paper
• Spatiotemporal Dynamics of Grasslands Using Landsat Data in Livestock Micro-Watersheds in Amazonas (NW Peru)

  2022cites this paper
• Multisite and Multitemporal Grassland Yield Estimation Using UAV-Borne Hyperspectral Data

  2022cites this paper
• A First Attempt to Combine NIRS and Plenoptic Cameras for the Assessment of Grasslands Functional Diversity and Species Composition

  2022cites this paper
• A systematic review on the use of remote sensing technologies in quantifying grasslands ecosystem services

  2022cites this paper
• Herbage Mass, N Concentration, and N Uptake of Temperate Grasslands Can Adequately Be Estimated from UAV-Based Image Data Using Machine Learning

  2022cites this paper
• Estimating productivity and nutritive value of Marandu palisadegrass using a proximal canopy reflectance sensor

  2022cites this paper
• Mapping Soil and Pasture Attributes for Buffalo Management through Remote Sensing and Geostatistics in Amazon Biome

  2022cites this paper
• Use of remote sensing and bio-geochemical models to estimate the net carbon fluxes of managed mountain grasslands

  2022cites this paper
• Estimation of the nutritive value of grasslands with the Yara N‐sensor field spectrometer

  2022cites this paper
• Quality assessment of shrub observation data based on TLS: A case of revegetated shrubland, Southern Qinghai‐Tibetan Plateau

  2022cites this paper
• Prediction of Biomass and N Fixation of Legume–Grass Mixtures Using Sensor Fusion

  2021cites this paper
• Review: Precision Livestock Farming technologies in pasture-based livestock systems.

  2021cites this paper
• The Case for Grazing Dairy Cows

  2021cites this paper
• Estimating dry biomass and plant nitrogen concentration in pre-Alpine grasslands with low-cost UAS-borne multispectral data – a comparison of sensors, algorithms, and predictor sets

  2021influential citation
• A guide to assess and value ecosystem services of grasslands

  2021cites this paper
• Floristic Composition: Dynamic Biodiversity Indicator of Tree Canopy Effect on Dryland and Improved Mediterranean Pastures

  2021cites this paper
• Comparing vegetation indices from Sentinel-2 and Landsat 8 under different vegetation gradients based on a controlled grazing experiment

  2021cites this paper
• Participative Sensing Challenges

  2021cites this paper
• Spatiotemporal Patterns of Pasture Quality Based on NDVI Time-Series in Mediterranean Montado Ecosystem

  2021cites this paper
• The Relationship between Satellite-Derived Vegetation Indices and Live Weight Changes of Beef Cattle in Extensive Grazing Conditions

  2021cites this paper
• Towards Forage Resource Monitoring in subtropical Savanna Grasslands: going multispectral or hyperspectral?

  2021cites this paper
• Editorial: Sustainability of grasslands and grass‐based ruminant production – Topics from the 28 th General Meeting of the European Grassland Federation

  2021cites this paper
• The importance of plant trait variability in grasslands: a modelling study

  2021cites this paper
• The Application of an Unmanned Aerial System and Machine Learning Techniques for Red Clover-Grass Mixture Yield Estimation under Variety Performance Trials

  2021cites this paper
• Optimization of Scanning Scheme for Low-height Vegetation Survey Based on Terrestrial Laser Scanning - A Case Study on the Restored Sand Land, Southern Qinghai-Tibetan Plateau

  2021cites this paper
• Forage yield and quality estimation by means of UAV and hyperspectral imaging

  2021cites this paper
• Inter-satellite variability of grassland curing maps produced by different satellite sensors – Victoria, Australia

  2021cites this paper
• Estimation of forage biomass and vegetation cover in grasslands using UAV imagery

  2021influential citation
• Predicting Forage Quality of Grasslands Using UAV-Borne Imaging Spectroscopy

  2020cites this paper
• Editorial: Grass and Forage Science – 75 years of impact and service to the science of grasslands

  2020cites this paper
• Monitoring biomass in two heterogeneous mountain pasture communities by image based 3D point cloud derived predictors

  2020cites this paper
• Spectral sensors prove beneficial in determining nitrogen fertilizer needs of Urochloa brizantha cv. Xaraés grass in Brazil

  2020cites this paper
• Sorghum silage quality as determined by chemical–nutritional factors

  2020cites this paper
• Hyperspectral reflectance imaging to classify lettuce varieties by optimum selected wavelengths and linear discriminant analysis

  2020cites this paper
• Remote sensing data fusion as a tool for biomass prediction in extensive grasslands invaded by L. polyphyllus

  2020cites this paper
• Comparison of Spectral Reflectance-Based Smart Farming Tools and a Conventional Approach to Determine Herbage Mass and Grass Quality on Farm

  2020influential citation
• Vegetation traits of pre-Alpine grasslands in southern Germany

  2020cites this paper
• Monitoring Forage Mass with Low-Cost UAV Data: Case Study at the Rengen Grassland Experiment

  2020cites this paper
• Deep Learning Applied to Phenotyping of Biomass in Forages with UAV-Based RGB Imagery

  2020cites this paper
• Estimating Grassland Parameters from Sentinel-2: A Model Comparison Study

  2020cites this paper
• Remote Sensing of Grassland Production and Management - A Review

  2020cites this paper
• The potential of UAV-borne spectral and textural information for predicting aboveground biomass and N fixation in legume-grass mixtures

  2020cites this paper
• Patterns of Vegetation and Climatic Conditions Derived from Satellite Images Relevant for Sub-Antarctic Rangeland Management

  2020cites this paper
• Detecting shrub encroachment in seminatural grasslands using UAS LiDAR

  2020cites this paper
• Unmanned aerial vehicles for biodiversity-friendly agricultural landscapes - A systematic review.

  2020cites this paper