1,873
Views
93
CrossRef citations to date
0
Altmetric
Original Articles

Hyperspectral remote sensing for estimating aboveground biomass and for exploring species richness patterns of grassland habitats

, , , &
Pages 9007-9031 | Received 16 Sep 2009, Accepted 13 Oct 2010, Published online: 18 Oct 2011

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (12)

Enkhmanlai Amarsaikhan, Nyamjargal Erdenebaatar, Damdinsuren Amarsaikhan, Munkhdulam Otgonbayar & Batbileg Bayaraa. (2023) Estimation and mapping of pasture biomass in Mongolia using machine learning methods. Geocarto International 38:1.
Read now
Kgabo Humphrey Thamaga, Timothy Dube & Cletah Shoko. (2022) Advances in satellite remote sensing of the wetland ecosystems in Sub-Saharan Africa. Geocarto International 37:20, pages 5891-5913.
Read now
Thiago Frank, Anne Smith, Bill Houston, Xiaohui Yang & Xulin Guo. (2022) Estimating Biophysical Parameters of Native Grasslands Using Spectral Data Derived from Close Range Hyperspectral and Satellite Data. Canadian Journal of Remote Sensing 48:5, pages 633-648.
Read now
Ningdan Zhang, Xingren Liu, Jianqiang Ren, Shangrong Wu & Fangjie Li. (2022) Estimating the winter wheat harvest index with canopy hyperspectral remote sensing data based on the dynamic fraction of post-anthesis phase biomass accumulation. International Journal of Remote Sensing 43:6, pages 2029-2058.
Read now
Jessica Ferner, Anja Linstädter, Christian Rogass, Karl-Heinz Südekum & Sebastian Schmidtlein. (2021) Towards Forage Resource Monitoring in subtropical Savanna Grasslands: going multispectral or hyperspectral?. European Journal of Remote Sensing 54:1, pages 364-384.
Read now
Eugenia Chiarito, Francesca Cigna, Giovanni Cuozzo, Giacomo Fontanelli, Abraham Mejia Aguilar, Simonetta Paloscia, Mattia Rossi, Emanuele Santi, Deodato Tapete & Claudia Notarnicola. (2021) Biomass retrieval based on genetic algorithm feature selection and support vector regression in Alpine grassland using ground-based hyperspectral and Sentinel-1 SAR data. European Journal of Remote Sensing 54:1, pages 209-225.
Read now
Shuobo Chen, Yinwen Chen, Junying Chen, Zhitao Zhang, Qiuping Fu, Jiang Bian, Ting Cui & Yizhe Ma. (2020) Retrieval of cotton plant water content by UAV-based vegetation supply water index (VSWI). International Journal of Remote Sensing 41:11, pages 4389-4407.
Read now
Thuy Doan & Xulin Guo. (2019) Understanding Bison Carrying Capacity Estimation in Northern Great Plains Using Remote Sensing and GIS. Canadian Journal of Remote Sensing 45:2, pages 139-162.
Read now
Xiaofei Yin, Chunguang Wang, Zheying Zong, Haichao Wang, Haijun Zhang & Wenxia Zhang. (2018) Biomass estimation of desert steppe based on spectral indices along a precipitation gradient. Spectroscopy Letters 51:7, pages 324-331.
Read now
Huan Yu, Bo Kong, Guangxing Wang, Rongxiang Du & Guangping Qie. (2018) Prediction of soil properties using a hyperspectral remote sensing method. Archives of Agronomy and Soil Science 64:4, pages 546-559.
Read now
Jonathan V. Solórzano, Jorge A. Meave, J. Alberto Gallardo-Cruz, Edgar J. González & José Luis Hernández-Stefanoni. (2017) Predicting old-growth tropical forest attributes from very high resolution (VHR)-derived surface metrics. International Journal of Remote Sensing 38:2, pages 492-513.
Read now

Articles from other publishers (81)

Rowan Naicker, Onisimo Mutanga, Kabir Peerbhay & Omosalewa Odebiri. (2024) Estimating high-density aboveground biomass within a complex tropical grassland using Worldview-3 imagery. Environmental Monitoring and Assessment 196:4.
Crossref
Jianyang Liu, Ying Quan, Bin Wang, Jinan Shi, Lang Ming & Mingze Li. (2023) Estimation of Forest Stock Volume Combining Airborne LiDAR Sampling Approaches with Multi-Sensor Imagery. Forests 14:12, pages 2453.
Crossref
Libu Manjakkal, Leandro Lorenzelli & Magnus WillanderJoao L. E. Simon, Robert J. W. Brewin, Peter E. Land & Jamie D. Shutler. 2023. Sensing Technologies for Real Time Monitoring of Water Quality. Sensing Technologies for Real Time Monitoring of Water Quality 235 251 .
Michael Gbenga Ogungbuyi, Caroline Mohammed, Iffat Ara, Andrew M. Fischer & Matthew Tom Harrison. (2023) Advancing Skyborne Technologies and High-Resolution Satellites for Pasture Monitoring and Improved Management: A Review. Remote Sensing 15:19, pages 4866.
Crossref
Tsitsi Bangira, Onisimo Mutanga, Mbulisi Sibanda, Timothy Dube & Tafadzwanashe Mabhaudhi. (2023) Remote Sensing Grassland Productivity Attributes: A Systematic Review. Remote Sensing 15:8, pages 2043.
Crossref
Clara Oliva Gonçalves Bazzo, Bahareh Kamali, Christoph Hütt, Georg Bareth & Thomas Gaiser. (2023) A Review of Estimation Methods for Aboveground Biomass in Grasslands Using UAV. Remote Sensing 15:3, pages 639.
Crossref
Kai Zhou, Lin Cao, Hao Liu, Zhengnan Zhang, Guibin Wang & Fuliang Cao. (2022) Estimation of volume resources for planted forests using an advanced LiDAR and hyperspectral remote sensing. Resources, Conservation and Recycling 185, pages 106485.
Crossref
Cong Xu, Wenjun Liu, Dan Zhao, Yanbin Hao, Anquan Xia, Nana Yan & Yuan Zeng. (2022) Remote Sensing-based Spatiotemporal Distribution of Grassland Aboveground Biomass and Its Response to Climate Change in the Hindu Kush Himalayan Region. Chinese Geographical Science 32:5, pages 759-775.
Crossref
Matthias Wengert, Jayan Wijesingha, Damian Schulze-Brüninghoff, Michael Wachendorf & Thomas Astor. (2022) Multisite and Multitemporal Grassland Yield Estimation Using UAV-Borne Hyperspectral Data. Remote Sensing 14:9, pages 2068.
Crossref
Jianqiang Ren, Ningdan Zhang, Xingren Liu, Shangrong Wu & Dandan Li. (2022) Dynamic Harvest Index Estimation of Winter Wheat Based on UAV Hyperspectral Remote Sensing Considering Crop Aboveground Biomass Change and the Grain Filling Process. Remote Sensing 14:9, pages 1955.
Crossref
Chaitanya B. Pande, Sunil A. Kadam, Rajesh Jayaraman, Sunil Gorantiwar & Mukund Shinde. (2022) Prediction of soil chemical properties using multispectral satellite images and wavelet transforms methods. Journal of the Saudi Society of Agricultural Sciences 21:1, pages 21-28.
Crossref
Mathieu Le Dez, Marc Robin & Patrick Launeau. (2021) Contribution of Sentinel-2 satellite images for habitat mapping of the Natura 2000 site ‘Estuaire de la Loire’ (France). Remote Sensing Applications: Society and Environment 24, pages 100637.
Crossref
P.S. Alvarez-Hess, A.L. Thomson, S.B. Karunaratne, M.L. Douglas, M.M. Wright, J.W. Heard, J.L Jacobs, E.M. Morse-McNabb, W.J. Wales & M.J. Auldist. (2021) Using multispectral data from an unmanned aerial system to estimate pasture depletion during grazing. Animal Feed Science and Technology 275, pages 114880.
Crossref
Alexander Jenal, Hubert Hüging, Hella Ellen Ahrends, Andreas Bolten, Jens Bongartz & Georg Bareth. (2021) Investigating the Potential of a Newly Developed UAV-Mounted VNIR/SWIR Imaging System for Monitoring Crop Traits—A Case Study for Winter Wheat. Remote Sensing 13:9, pages 1697.
Crossref
Yun Chen, Juan Guerschman, Yuri Shendryk, Dave Henry & Matthew Tom Harrison. (2021) Estimating Pasture Biomass Using Sentinel-2 Imagery and Machine Learning. Remote Sensing 13:4, pages 603.
Crossref
Esther Grüner, Thomas Astor & Michael Wachendorf. (2021) Prediction of Biomass and N Fixation of Legume–Grass Mixtures Using Sensor Fusion. Frontiers in Plant Science 11.
Crossref
Iffat Ara, Matthew Tom Harrison, Jason Whitehead, François Waldner, Kerry Bridle, Louise Gilfedder, José Marques da Silva, Francisco Marques & Richard Rawnsley. (2021) Modelling seasonal pasture growth and botanical composition at the paddock scale with satellite imagery. in silico Plants 3:1.
Crossref
Shichao Jin, Xiliang Sun, Fangfang Wu, Yanjun Su, Yumei Li, Shiling Song, Kexin Xu, Qin Ma, Frédéric Baret, Dong Jiang, Yanfeng Ding & Qinghua Guo. (2021) Lidar sheds new light on plant phenomics for plant breeding and management: Recent advances and future prospects. ISPRS Journal of Photogrammetry and Remote Sensing 171, pages 202-223.
Crossref
Xiaojuan Huang, Yongjie Liu, Niya Wang, Lan Li, An Hu, Zhen Wang, Shenghua Chang, Xianjiang Chen & Fujiang Hou. (2020) Growth Indicators of Main Species Predict Aboveground Biomass of Population and Community on a Typical Steppe. Plants 9:10, pages 1314.
Crossref
Hamed Gholizadeh, John A. Gamon, Christopher J. Helzer & Jeannine Cavender‐Bares. (2020) Multi‐temporal assessment of grassland α‐ and β‐diversity using hyperspectral imaging. Ecological Applications 30:7.
Crossref
Esther Grüner, Michael Wachendorf & Thomas Astor. (2020) The potential of UAV-borne spectral and textural information for predicting aboveground biomass and N fixation in legume-grass mixtures. PLOS ONE 15:6, pages e0234703.
Crossref
Sophie Reinermann, Sarah Asam & Claudia Kuenzer. (2020) Remote Sensing of Grassland Production and Management—A Review. Remote Sensing 12:12, pages 1949.
Crossref
Albin Libi Madana & Vinod Kumar Shukla. (2020) Conformity of Accident Detection Using Drones and Vibration Sensor. Conformity of Accident Detection Using Drones and Vibration Sensor.
Felix Stumpf, Manuel K. Schneider, Armin Keller, Andreas Mayr, Tobias Rentschler, Reto G. Meuli, Michael Schaepman & Frank Liebisch. (2020) Spatial monitoring of grassland management using multi-temporal satellite imagery. Ecological Indicators 113, pages 106201.
Crossref
Xiaoxia Gao, Shikui Dong, Shuai Li, Yudan Xu, Shiliang Liu, Haidi Zhao, Jane Yeomans, Yu Li, Hao Shen, Shengnan Wu & Yangliu Zhi. (2020) Using the random forest model and validated MODIS with the field spectrometer measurement promote the accuracy of estimating aboveground biomass and coverage of alpine grasslands on the Qinghai-Tibetan Plateau. Ecological Indicators 112, pages 106114.
Crossref
Deodato Tapete, Francesca Cigna, Simonetta Paloscia, Emanuele Santi, Simone Pettinato, Giacomo Fontanelli, Eugenia Chiarito, Claudia Notarnicola, Giovanni Cuozzo, Alexander Jacob, Ludovica De Gregorio & Mattia Rossi. (2020) Development Of Algorithms For The Estimation Of Hydrological Parameters Combining Cosmo-Skymed And Sentinel Time Series With In Situ Measurements. Development Of Algorithms For The Estimation Of Hydrological Parameters Combining Cosmo-Skymed And Sentinel Time Series With In Situ Measurements.
Prashant K. Srivastava, Ramandeep Kaur M. Malhi, Prem Chandra Pandey, Akash Anand, Prachi Singh, Manish Kumar Pandey & Ayushi Gupta. 2020. Hyperspectral Remote Sensing. Hyperspectral Remote Sensing 3 21 .
John A. Gamon, Ran Wang, Hamed Gholizadeh, Brian Zutta, Phil A. Townsend & Jeannine Cavender-Bares. 2020. Remote Sensing of Plant Biodiversity. Remote Sensing of Plant Biodiversity 425 447 .
Z Hosseini, H Naghavi, H Latifi & S Bakhtiari Bakhtiarvand. (2019) Estimating biomass and carbon sequestration of plantations around industrial areas using very high resolution stereo satellite imagery. iForest - Biogeosciences and Forestry 12:6, pages 533-541.
Crossref
Catherine Torres de Almeida, Lênio Soares Galvão, Luiz Eduardo de Oliveira Cruz e Aragão, Jean Pierre Henry Balbaud Ometto, Aline Daniele Jacon, Francisca Rocha de Souza Pereira, Luciane Yumie Sato, Aline Pontes Lopes, Paulo Maurício Lima de Alencastro Graça, Camila Valéria de Jesus Silva, Jefferson Ferreira-Ferreira & Marcos Longo. (2019) Combining LiDAR and hyperspectral data for aboveground biomass modeling in the Brazilian Amazon using different regression algorithms. Remote Sensing of Environment 232, pages 111323.
Crossref
Nora Tilly & Georg Bareth. (2019) Estimating Nitrogen from Structural Crop Traits at Field Scale—A Novel Approach Versus Spectral Vegetation Indices. Remote Sensing 11:17, pages 2066.
Crossref
Huang Yao, Rongjun Qin & Xiaoyu Chen. (2019) Unmanned Aerial Vehicle for Remote Sensing Applications—A Review. Remote Sensing 11:12, pages 1443.
Crossref
Giovanni Peratoner & Erich M. Pötsch. (2019) Methods to describe the botanical composition of vegetation in grassland research. Die Bodenkultur: Journal of Land Management, Food and Environment 70:1, pages 1-18.
Crossref
Bo Kong, Huan Yu, Rongxiang Du & Qing Wang. (2019) Quantitative Estimation of Biomass of Alpine Grasslands Using Hyperspectral Remote Sensing. Rangeland Ecology & Management 72:2, pages 336-346.
Crossref
Christopher J. Watson, Natalia Restrepo-Coupe & Alfredo R. Huete. (2019) Multi-Scale Phenology of Temperate Grasslands: Improving Monitoring and Management With Near-Surface Phenocams. Frontiers in Environmental Science 7.
Crossref
Alem Gebremedhin, Pieter E. Badenhorst, Junping Wang, German C. Spangenberg & Kevin F. Smith. (2019) Prospects for Measurement of Dry Matter Yield in Forage Breeding Programs Using Sensor Technologies. Agronomy 9:2, pages 65.
Crossref
Hui Ye, Xiao-tao Huang, Ge-ping Luo, Jun-bang Wang, Miao Zhang & Xin-xin Wang. (2019) Improving remote sensing-based net primary production estimation in the grazed land with defoliation formulation model. Journal of Mountain Science 16:2, pages 323-336.
Crossref
Damian Schulze-Brüninghoff, Frank Hensgen, Michael Wachendorf & Thomas Astor. (2019) Methods for LiDAR-based estimation of extensive grassland biomass. Computers and Electronics in Agriculture 156, pages 693-699.
Crossref
Jing Ge, Baoping Meng, Tiangang Liang, Qisheng Feng, Jinlong Gao, Shuxia Yang, Xiaodong Huang & Hongjie Xie. (2018) Modeling alpine grassland cover based on MODIS data and support vector machine regression in the headwater region of the Huanghe River, China. Remote Sensing of Environment 218, pages 162-173.
Crossref
Pedro J. Leitão, Marcel Schwieder, Florian Pötzschner, José R. R. Pinto, Ana M. C. Teixeira, Fernando Pedroni, Maryland Sanchez, Christian Rogass, Sebastian van der Linden, Mercedes M. C. Bustamante & Patrick Hostert. (2018) From sample to pixel: multi‐scale remote sensing data for upscaling aboveground carbon data in heterogeneous landscapes. Ecosphere 9:8.
Crossref
Huifang Zhang, Yi Sun, Li Chang, Yu Qin, Jianjun Chen, Yan Qin, Jiaxing Du, Shuhua Yi & Yingli Wang. (2018) Estimation of Grassland Canopy Height and Aboveground Biomass at the Quadrat Scale Using Unmanned Aerial Vehicle. Remote Sensing 10:6, pages 851.
Crossref
M. Wachendorf, T. Fricke & T. Möckel. (2017) Remote sensing as a tool to assess botanical composition, structure, quantity and quality of temperate grasslands. Grass and Forage Science 73:1, pages 1-14.
Crossref
Anja Magiera, Hannes Feilhauer, Rainer Waldhardt, Martin Wiesmair & Annette Otte. (2018) Mapping Plant Functional Groups in Subalpine Grassland of the Greater Caucasus. Mountain Research and Development 38:1, pages 63-72.
Crossref
Xiaojing Qin, Jian Sun & Xiaodan Wang. (2018) Plant coverage is more sensitive than species diversity in indicating the dynamics of the above-ground biomass along a precipitation gradient on the Tibetan Plateau. Ecological Indicators 84, pages 507-514.
Crossref
Mailys Lopes, Mathieu Fauvel, Stéphane Girard & David Sheeren. (2017) Object-Based Classification of Grasslands from High Resolution Satellite Image Time Series Using Gaussian Mean Map Kernels. Remote Sensing 9:7, pages 688.
Crossref
Iftikhar Ali, Fiona Cawkwell, Edward Dwyer & Stuart Green. (2017) Modeling Managed Grassland Biomass Estimation by Using Multitemporal Remote Sensing Data—A Machine Learning Approach. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 10:7, pages 3254-3264.
Crossref
Anja Magiera, Hannes Feilhauer, Rainer Waldhardt, Martin Wiesmair & Annette Otte. (2017) Modelling biomass of mountainous grasslands by including a species composition map. Ecological Indicators 78, pages 8-18.
Crossref
Shezhou Luo, Cheng Wang, Xiaohuan Xi, Feifei Pan, Mingjie Qian, Dailiang Peng, Sheng Nie, Haiming Qin & Yi Lin. (2017) Retrieving aboveground biomass of wetland Phragmites australis (common reed) using a combination of airborne discrete-return LiDAR and hyperspectral data. International Journal of Applied Earth Observation and Geoinformation 58, pages 107-117.
Crossref
Hanna Meyer, Lukas W. Lehnert, Yun Wang, Christoph Reudenbach, Thomas Nauss & Jörg Bendix. (2017) From local spectral measurements to maps of vegetation cover and biomass on the Qinghai-Tibet-Plateau: Do we need hyperspectral information?. International Journal of Applied Earth Observation and Geoinformation 55, pages 21-31.
Crossref
Olga Brovkina, Jan Novotny, Emil Cienciala, Frantisek Zemek & Radek Russ. (2017) Mapping forest aboveground biomass using airborne hyperspectral and LiDAR data in the mountainous conditions of Central Europe. Ecological Engineering 100, pages 219-230.
Crossref
Thomas Moeckel, Hanieh Safari, Björn Reddersen, Thomas Fricke & Michael Wachendorf. (2017) Fusion of Ultrasonic and Spectral Sensor Data for Improving the Estimation of Biomass in Grasslands with Heterogeneous Sward Structure. Remote Sensing 9:1, pages 98.
Crossref
Venkata Radha Akuraju, Dongryeol Ryu, Biju George, Youngryel Ryu & Kithsiri Dassanayake. (2017) Seasonal and inter-annual variability of soil moisture stress function in dryland wheat field, Australia. Agricultural and Forest Meteorology 232, pages 489-499.
Crossref
Iftikhar Ali, Fiona Cawkwell, Edward Dwyer, Brian Barrett & Stuart Green. (2016) Satellite remote sensing of grasslands: from observation to management. Journal of Plant Ecology 9:6, pages 649-671.
Crossref
. 2016. Remote Sensing for Sustainability. Remote Sensing for Sustainability 101 120 .
Gaia Vaglio Laurin, Nicola Puletti, Qi Chen, Piermaria Corona, Dario Papale & Riccardo Valentini. (2016) Above ground biomass and tree species richness estimation with airborne lidar in tropical Ghana forests. International Journal of Applied Earth Observation and Geoinformation 52, pages 371-379.
Crossref
Cletah Shoko, Onisimo Mutanga & Timothy Dube. (2016) Progress in the remote sensing of C3 and C4 grass species aboveground biomass over time and space. ISPRS Journal of Photogrammetry and Remote Sensing 120, pages 13-24.
Crossref
Hanieh Safari, Thomas Fricke, Björn Reddersen, Thomas Möckel & Michael Wachendorf. (2016) Comparing mobile and static assessment of biomass in heterogeneous grassland with a multi-sensor system. Journal of Sensors and Sensor Systems 5:2, pages 301-312.
Crossref
Thomas Möckel, Oskar Löfgren, Honor C. Prentice, Lars Eklundh & Karin Hall. (2016) Airborne hyperspectral data predict Ellenberg indicator values for nutrient and moisture availability in dry grazed grasslands within a local agricultural landscape. Ecological Indicators 66, pages 503-516.
Crossref
Fei Li, Yuan Zeng, Juhua Luo, Ronghua Ma & Bingfang Wu. (2016) Modeling grassland aboveground biomass using a pure vegetation index. Ecological Indicators 62, pages 279-288.
Crossref
Thomas Möckel, Jonas Dalmayne, Barbara Schmid, Honor Prentice & Karin Hall. (2016) Airborne Hyperspectral Data Predict Fine-Scale Plant Species Diversity in Grazed Dry Grasslands. Remote Sensing 8:2, pages 133.
Crossref
Karolina Sakowska, Radoslaw Juszczak & Damiano Gianelle. (2016) Remote Sensing of Grassland Biophysical Parameters in the Context of the Sentinel-2 Satellite Mission. Journal of Sensors 2016, pages 1-16.
Crossref
Parviz Fatehi, Alexander Damm, Michael Schaepman & Mathias Kneubühler. (2015) Estimation of Alpine Forest Structural Variables from Imaging Spectrometer Data. Remote Sensing 7:12, pages 16315-16338.
Crossref
T. Tagesson, R. Fensholt, S. Huber, S. Horion, I. Guiro, A. Ehammer & J. Ardö. (2015) Deriving seasonal dynamics in ecosystem properties of semi-arid savanna grasslands from in situ-based hyperspectral reflectance. Biogeosciences 12:15, pages 4621-4635.
Crossref
Lukas W. Lehnert, Hanna Meyer, Yun Wang, Georg Miehe, Boris Thies, Christoph Reudenbach & Jörg Bendix. (2015) Retrieval of grassland plant coverage on the Tibetan Plateau based on a multi-scale, multi-sensor and multi-method approach. Remote Sensing of Environment 164, pages 197-207.
Crossref
Parviz Fatehi, Alexander Damm, Anna-Katharina Schweiger, Michael E. Schaepman & Mathias Kneubuhler. (2015) Mapping Alpine Aboveground Biomass From Imaging Spectrometer Data: A Comparison of Two Approaches. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8:6, pages 3123-3139.
Crossref
M. Barrachina, J. Cristóbal & A.F. Tulla. (2015) Estimating above-ground biomass on mountain meadows and pastures through remote sensing. International Journal of Applied Earth Observation and Geoinformation 38, pages 184-192.
Crossref
Oliver Buck, Virginia E. Garcia Millán, Adrian Klink & Kian Pakzad. (2015) Using information layers for mapping grassland habitat distribution at local to regional scales. International Journal of Applied Earth Observation and Geoinformation 37, pages 83-89.
Crossref
Y. Jiang, J. Tao, Y. Huang, J. Zhu, L. Tian & Y. Zhang. (2014) The spatial pattern of grassland aboveground biomass on Xizang Plateau and its climatic controls. Journal of Plant Ecology 8:1, pages 30-40.
Crossref
Martin L. Gnyp, Georg Bareth, Fei Li, Victoria I.S. Lenz-Wiedemann, Wolfgang Koppe, Yuxin Miao, Simon D. Hennig, Liangliang Jia, Rainer Laudien, Xinping Chen & Fusuo Zhang. (2014) Development and implementation of a multiscale biomass model using hyperspectral vegetation indices for winter wheat in the North China Plain. International Journal of Applied Earth Observation and Geoinformation 33, pages 232-242.
Crossref
Björn Reddersen, Thomas Fricke & Michael Wachendorf. (2014) A multi-sensor approach for predicting biomass of extensively managed grassland. Computers and Electronics in Agriculture 109, pages 247-260.
Crossref
Thomas Möckel, Jonas Dalmayne, Honor Prentice, Lars Eklundh, Oliver Purschke, Sebastian Schmidtlein & Karin Hall. (2014) Classification of Grassland Successional Stages Using Airborne Hyperspectral Imagery. Remote Sensing 6:8, pages 7732-7761.
Crossref
L. Homolová, M. E. Schaepman, P. Lamarque, J. G. P. W. Clevers, F. de Bello, W. Thuiller & S. Lavorel. (2014) Comparison of remote sensing and plant trait‐based modelling to predict ecosystem services in subalpine grasslands. Ecosphere 5:8, pages 1-29.
Crossref
Chiara Cilia, Cinzia Panigada, Micol Rossini, Michele Meroni, Lorenzo Busetto, Stefano Amaducci, Mirco Boschetti, Valentina Picchi & Roberto Colombo. (2014) Nitrogen Status Assessment for Variable Rate Fertilization in Maize through Hyperspectral Imagery. Remote Sensing 6:7, pages 6549-6565.
Crossref
Gaia Vaglio Laurin, Qi Chen, Jeremy A. Lindsell, David A. Coomes, Fabio Del Frate, Leila Guerriero, Francesco Pirotti & Riccardo Valentini. (2014) Above ground biomass estimation in an African tropical forest with lidar and hyperspectral data. ISPRS Journal of Photogrammetry and Remote Sensing 89, pages 49-58.
Crossref
Jonas Dalmayne, Thomas Möckel, Honor C. Prentice, Barbara C. Schmid & Karin Hall. (2013) Assessment of fine-scale plant species beta diversity using WorldView-2 satellite spectral dissimilarity. Ecological Informatics 18, pages 1-9.
Crossref
Thomas Fricke & Michael Wachendorf. (2013) Combining ultrasonic sward height and spectral signatures to assess the biomass of legume–grass swards. Computers and Electronics in Agriculture 99, pages 236-247.
Crossref
Anja Magiera, Hannes Feilhauer, Annette Otte, Rainer Waldhardt & Dietmar Simmering. (2013) Relating canopy reflectance to the vegetation composition of mountainous grasslands in the Greater Caucasus. Agriculture, Ecosystems & Environment 177, pages 101-112.
Crossref
Christopher J. Watson, Natalia Restrepo Coupe & Alfredo R. Huete. (2013) Hyperspectral assesments of condition and species composition of Australian grasslands. Hyperspectral assesments of condition and species composition of Australian grasslands.
Janne Heiskanen, Miina Rautiainen, Pauline Stenberg, Matti Mõttus & Veli-Heikki Vesanto. (2013) Sensitivity of narrowband vegetation indices to boreal forest LAI, reflectance seasonality and species composition. ISPRS Journal of Photogrammetry and Remote Sensing 78, pages 1-14.
Crossref
Laerte Ferreira, Luis Fernandez, Edson Sano, Chris Field, Silvio Sousa, Arielle Arantes & Fernando Araújo. (2013) Biophysical Properties of Cultivated Pastures in the Brazilian Savanna Biome: An Analysis in the Spatial-Temporal Domains Based on Ground and Satellite Data. Remote Sensing 5:1, pages 307-326.
Crossref
Andrej Halabuk, Katarina Gerhatova, Frantisek Kohut, Zuzana Ponecova & Matej Mojses. (2013) Identification of season-dependent relationships between spectral vegetation indices and aboveground phytomass in alpine grassland by using field spectroscopy. Ekologia 32:2.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.