Articles | Volume 15, issue 17
https://doi.org/10.5194/bg-15-5455-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/bg-15-5455-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
14 Sep 2018
Research article |
| 14 Sep 2018
| 14 Sep 2018
On estimating the gross primary productivity of Mediterranean grasslands under different fertilization regimes using vegetation indices and hyperspectral reflectance
CEF, Centro de Estudos Florestais, Instituto Superior de Agronomia,
Universidade de Lisboa, PT, Lisbon, Portugal
Manuel Campagnolo
CEF, Centro de Estudos Florestais, Instituto Superior de Agronomia,
Universidade de Lisboa, PT, Lisbon, Portugal
Joana Faria
CEF, Centro de Estudos Florestais, Instituto Superior de Agronomia,
Universidade de Lisboa, PT, Lisbon, Portugal
Carla Nogueira
CEF, Centro de Estudos Florestais, Instituto Superior de Agronomia,
Universidade de Lisboa, PT, Lisbon, Portugal
Maria da Conceição Caldeira
CEF, Centro de Estudos Florestais, Instituto Superior de Agronomia,
Universidade de Lisboa, PT, Lisbon, Portugal
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Cited
26 citations as recorded by crossref.
- Impact of soil types on sugarcane development monitored over time by remote sensing M. Amorim et al. 10.1007/s11119-022-09896-1
- Modeling Gross Primary Production (GPP) of a Mediterranean Grassland in Central Spain Using Sentinel-2 NDVI and Meteorological Field Information V. Cicuéndez et al. 10.3390/agronomy14061243
- Proximal remote sensing and gross primary productivity in a temperate salt marsh A. Vázquez-Lule & R. Vargas 10.1016/j.agrformet.2023.109639
- Differential Responses of Plant Primary Productivity to Nutrient Addition in Natural and Restored Alpine Grasslands in the Qinghai Lake Basin C. Li et al. 10.3389/fpls.2021.792123
- Review of Remote Sensing Applications in Grassland Monitoring Z. Wang et al. 10.3390/rs14122903
- Correlating Sentinel-2 MSI-derived vegetation indices with in-situ reflectance and tissue macronutrients in savannah grass C. Munyati et al. 10.1080/01431161.2019.1708505
- High-resolution species distribution modelling reveals spatio-temporal variability of habitat suitability in a declining grassland bird T. Crispim-Mendes et al. 10.1007/s10980-024-01848-6
- Physiological dynamics dominate the relationship between solar-induced chlorophyll fluorescence and gross primary productivity along the nitrogen gradient in cropland E. Xu et al. 10.1016/j.scitotenv.2024.172725
- Integrated Satellite, Unmanned Aerial Vehicle (UAV) and Ground Inversion of the SPAD of Winter Wheat in the Reviving Stage S. Zhang et al. 10.3390/s19071485
- Effects of nutrient addition on degraded alpine grasslands of the Qinghai-Tibetan Plateau: A meta-analysis D. Wang et al. 10.1016/j.agee.2020.106970
- Using Digital Photography to Track Understory Phenology in Mediterranean Cork Oak Woodlands C. Jorge et al. 10.3390/rs13040776
- How do soil and topographic drivers determine tree diameter spatial distribution in even aged cork oak stands installed in average to high productivity areas P. Firmino et al. 10.1007/s11056-024-10047-9
- Evaluating the Performance of Sentinel-3A OLCI Land Products for Gross Primary Productivity Estimation Using AmeriFlux Data Z. Zhang et al. 10.3390/rs12121927
- Application of remote sensing technology to estimate productivity and assess phylogenetic heritability C. Scher et al. 10.1002/aps3.11401
- Estimation of Carbon Fluxes from Eddy Covariance Data and Satellite-Derived Vegetation Indices in a Karst Grassland (Podgorski Kras, Slovenia) K. Noumonvi et al. 10.3390/rs11060649
- Assessment of the Usefulness of Spectral Bands for the Next Generation of Sentinel-2 Satellites by Reconstruction of Missing Bands J. Inglada et al. 10.3390/rs14102503
- Studying the Influence of Nitrogen Deposition, Precipitation, Temperature, and Sunshine in Remotely Sensed Gross Primary Production Response in Switzerland M. Gómez Giménez et al. 10.3390/rs11091135
- A prolonged dry season and nitrogen deposition interactively affect CO2 fluxes in an annual Mediterranean grassland C. Nogueira et al. 10.1016/j.scitotenv.2018.11.091
- Farmer Perceptions of Land Cover Classification of UAS Imagery of Coffee Agroecosystems in Puerto Rico G. Klenke et al. 10.3390/geographies4020019
- From spectra to plant functional traits: Transferable multi-trait models from heterogeneous and sparse data E. Cherif et al. 10.1016/j.rse.2023.113580
- Status of Phenological Research Using Sentinel-2 Data: A Review G. Misra et al. 10.3390/rs12172760
- Assessing the Use of Sentinel-2 Data for Spatio-Temporal Upscaling of Flux Tower Gross Primary Productivity Measurements A. Spinosa et al. 10.3390/rs15030562
- A systematic review on the use of remote sensing technologies in quantifying grasslands ecosystem services A. Masenyama et al. 10.1080/15481603.2022.2088652
- Algorithm for the Reconstruction of the Ground Surface Reflectance in the Visible and Near IR Ranges from MODIS Satellite Data with Allowance for the Influence of Ground Surface Inhomogeneity on the Adjacency Effect and of Multiple Radiation Reflection M. Tarasenkov et al. 10.3390/rs15102655
- A Global Meta-analysis Reveals that Nitrogen Addition Alters Plant Nutrient Concentration and Resorption in Grassland Ecosystems W. Hu et al. 10.1007/s42729-022-00973-y
- Integration of remote-sensing, structural, and geochemical data for characterizing granitoid rocks in Um Naggat pluton, Central Eastern Desert, Egypt N. Al-Arifi et al. 10.1007/s12517-020-06274-x
25 citations as recorded by crossref.
- Impact of soil types on sugarcane development monitored over time by remote sensing M. Amorim et al. 10.1007/s11119-022-09896-1
- Modeling Gross Primary Production (GPP) of a Mediterranean Grassland in Central Spain Using Sentinel-2 NDVI and Meteorological Field Information V. Cicuéndez et al. 10.3390/agronomy14061243
- Proximal remote sensing and gross primary productivity in a temperate salt marsh A. Vázquez-Lule & R. Vargas 10.1016/j.agrformet.2023.109639
- Differential Responses of Plant Primary Productivity to Nutrient Addition in Natural and Restored Alpine Grasslands in the Qinghai Lake Basin C. Li et al. 10.3389/fpls.2021.792123
- Review of Remote Sensing Applications in Grassland Monitoring Z. Wang et al. 10.3390/rs14122903
- Correlating Sentinel-2 MSI-derived vegetation indices with in-situ reflectance and tissue macronutrients in savannah grass C. Munyati et al. 10.1080/01431161.2019.1708505
- High-resolution species distribution modelling reveals spatio-temporal variability of habitat suitability in a declining grassland bird T. Crispim-Mendes et al. 10.1007/s10980-024-01848-6
- Physiological dynamics dominate the relationship between solar-induced chlorophyll fluorescence and gross primary productivity along the nitrogen gradient in cropland E. Xu et al. 10.1016/j.scitotenv.2024.172725
- Integrated Satellite, Unmanned Aerial Vehicle (UAV) and Ground Inversion of the SPAD of Winter Wheat in the Reviving Stage S. Zhang et al. 10.3390/s19071485
- Effects of nutrient addition on degraded alpine grasslands of the Qinghai-Tibetan Plateau: A meta-analysis D. Wang et al. 10.1016/j.agee.2020.106970
- Using Digital Photography to Track Understory Phenology in Mediterranean Cork Oak Woodlands C. Jorge et al. 10.3390/rs13040776
- How do soil and topographic drivers determine tree diameter spatial distribution in even aged cork oak stands installed in average to high productivity areas P. Firmino et al. 10.1007/s11056-024-10047-9
- Evaluating the Performance of Sentinel-3A OLCI Land Products for Gross Primary Productivity Estimation Using AmeriFlux Data Z. Zhang et al. 10.3390/rs12121927
- Application of remote sensing technology to estimate productivity and assess phylogenetic heritability C. Scher et al. 10.1002/aps3.11401
- Estimation of Carbon Fluxes from Eddy Covariance Data and Satellite-Derived Vegetation Indices in a Karst Grassland (Podgorski Kras, Slovenia) K. Noumonvi et al. 10.3390/rs11060649
- Assessment of the Usefulness of Spectral Bands for the Next Generation of Sentinel-2 Satellites by Reconstruction of Missing Bands J. Inglada et al. 10.3390/rs14102503
- Studying the Influence of Nitrogen Deposition, Precipitation, Temperature, and Sunshine in Remotely Sensed Gross Primary Production Response in Switzerland M. Gómez Giménez et al. 10.3390/rs11091135
- A prolonged dry season and nitrogen deposition interactively affect CO2 fluxes in an annual Mediterranean grassland C. Nogueira et al. 10.1016/j.scitotenv.2018.11.091
- Farmer Perceptions of Land Cover Classification of UAS Imagery of Coffee Agroecosystems in Puerto Rico G. Klenke et al. 10.3390/geographies4020019
- From spectra to plant functional traits: Transferable multi-trait models from heterogeneous and sparse data E. Cherif et al. 10.1016/j.rse.2023.113580
- Status of Phenological Research Using Sentinel-2 Data: A Review G. Misra et al. 10.3390/rs12172760
- Assessing the Use of Sentinel-2 Data for Spatio-Temporal Upscaling of Flux Tower Gross Primary Productivity Measurements A. Spinosa et al. 10.3390/rs15030562
- A systematic review on the use of remote sensing technologies in quantifying grasslands ecosystem services A. Masenyama et al. 10.1080/15481603.2022.2088652
- Algorithm for the Reconstruction of the Ground Surface Reflectance in the Visible and Near IR Ranges from MODIS Satellite Data with Allowance for the Influence of Ground Surface Inhomogeneity on the Adjacency Effect and of Multiple Radiation Reflection M. Tarasenkov et al. 10.3390/rs15102655
- A Global Meta-analysis Reveals that Nitrogen Addition Alters Plant Nutrient Concentration and Resorption in Grassland Ecosystems W. Hu et al. 10.1007/s42729-022-00973-y
Discussed (final revised paper)
Latest update: 21 Nov 2024
Short summary
We compared the ability of in situ spectral and satellite sensors to estimate the productivity of Mediterranean grasslands undergoing different fertilization treatments. The objective of the study was to identify the best set of spectral predictors. In situ CO gas exchange and vegetation reflectance measurements were used for this purpose. Our results show the potential of Sentinel 2 and Landsat 8 satellites to monitor grasslands in support of a sustainable agriculture management.
We compared the ability of in situ spectral and satellite sensors to estimate the productivity...
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