Potential of Sentinel-2 spectral configuration to assess rangeland quality

No abstract is available for this paper.

• Publication year

  2015

• Venue

  Journal of Applied Remote Sensing

• Publication date

  2015-08-07

• Fields of study

  Engineering, Environmental Science

• Identifiers
  DOI 10.1117/1.JRS.9.094096
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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  2014cited by this paper
• Remote sensing of pasture quality.

  2013cited by this paper
• Non-linear partial least square regression increases the estimation accuracy of grass nitrogen and phosphorus using in situ hyperspectral and environmental data

  2013influential reference
• Essential Biodiversity Variables

  2013cited by this paper
• Remote sensing of forage nutrients: Combining ecological and spectral absorption feature data

  2012cited by this paper
• Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services

  2012cited by this paper
• Classification of savanna tree species, in the Greater Kruger National Park region, by integrating hyperspectral and LiDAR data in a Random Forest data mining environment

  2012cited by this paper
• The European Earth monitoring (GMES) programme: Status and perspectives

  2012cited by this paper
• Regional estimation of savanna grass nitrogen using the red-edge band of the spaceborne RapidEye sensor

  2012influential reference
• Sentinels for science: potential of Sentinel-1, -2, and -3 missions for scientific observations of ocean, cryosphere, and land

  2012cited by this paper
• High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm

  2012influential reference
• Discriminating the papyrus vegetation (Cyperus papyrus L.) and its co-existent species using random forest and hyperspectral data resampled to HYMAP

  2012cited by this paper
• Dry season mapping of savanna forage quality, using the hyperspectral Carnegie Airborne Observatory sensor

  2011cited by this paper
• Impact of communal land use and conservation on woody vegetation structure in the Lowveld savannas of South Africa

  2011cited by this paper
• Water-removed spectra increase the retrieval accuracy when estimating savanna grass nitrogen and phosphorus concentrations

  2011cited by this paper
• Estimation of sugarcane leaf nitrogen concentration using in situ spectroscopy

  2010cited by this paper
• A comparison of regression tree ensembles: Predicting Sirex noctilio induced water stress in Pinus patula forests of KwaZulu-Natal, South Africa

  2010cited by this paper
• Forage quality of savannas - Simultaneously mapping foliar protein and polyphenols for trees and grass using hyperspectral imagery

  2010cited by this paper
• Implementation Plan for the Global Observing System for Climate in Support of the UNFCCC (2010 Update)

  2010cited by this paper
• Characterizing canopy biochemistry from imaging spectroscopy and its application to ecosystem studies

  2009cited by this paper
• Validation of artificial neural network techniques in the estimation of nitrogen concentration in rape using canopy hyperspectral reflectance data

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

  2009cited by this paper
• Classification and Regression by randomForest

  2007cited by this paper
• A new technique for extracting the red edge position from hyperspectral data: The linear extrapolation method

  2006influential reference
• The vegetation of South Africa, Lesotho and Swaziland.

  2006cited by this paper
• contributor to: Systematic Observation Requirements for Satellite-based Products for Climate: Supplemental details to the satellite-based component of the "Implementation Plan for the Global Observing System for Climate in Support of the UNFCC"

  2006cited by this paper
• Parent material and fire as principle drivers of foliage quality in woody plants

  2006cited by this paper
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  2006influential reference
• Investigation of the random forest framework for classification of hyperspectral data

  2005cited by this paper
• Line Transect Sampling in Small and Large Regions

  2005cited by this paper
• Prediction of grain protein content in winter wheat (Triticum aestivum L.) using plant pigment ratio (PPR)

  2004cited by this paper
• Explaining grass‐nutrient patterns in a savanna rangeland of southern Africa

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

  2004cited by this paper
• Discriminating tropical grass (Cenchrus ciliaris) canopies grown under different nitrogen treatments using spectroradiometry

  2003cited by this paper
• Random Forests

  2001influential reference
• Nitrogen and phosphorus concentration in faeces: an indicator of range quality as a practical adjunct to existing range evaluation methods

  2000cited by this paper
• Methods of seawater analysis

  1999cited by this paper
• Predicting nitrogen and chlorophyll content and concentrations from reflectance spectra (400–2500 nm) at leaf and canopy scales

  1995cited by this paper
• The fine-scale mapping of grassland protein densities

  1994cited by this paper
• The relationships between soil factors, grass nutrients and the foraging behaviour of wildebeest and zebra

  1992cited by this paper
• The effect of a red leaf pigment on the relationship between red edge and chlorophyll concentration

  1991cited by this paper
• A balanced diet as a goal for grazing: the food of the Manyara buffalo

  1989cited by this paper
• Remote sensing of foliar chemistry

  1989cited by this paper
• A Leisurely Look at the Bootstrap, the Jackknife, and

  1983cited by this paper
• Algorithm AS 181: The W Test for Normality

  1982cited by this paper

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