Articles | Volume 18, issue 11
https://doi.org/10.5194/bg-18-3391-2021
© Author(s) 2021. 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-18-3391-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
A survey of proximal methods for monitoring leaf phenology in temperate deciduous forests
Kamel Soudani
CORRESPONDING AUTHOR
Ecologie
Systématique et Evolution, Université Paris-Saclay, CNRS, AgroParisTech, 91405, Orsay, France
Nicolas Delpierre
Ecologie
Systématique et Evolution, Université Paris-Saclay, CNRS, AgroParisTech, 91405, Orsay, France
Daniel Berveiller
Ecologie
Systématique et Evolution, Université Paris-Saclay, CNRS, AgroParisTech, 91405, Orsay, France
Gabriel Hmimina
Laboratoire de Météorologie Dynamique, IPSL, CNRS/UPMC,
Paris, France
Jean-Yves Pontailler
Ecologie
Systématique et Evolution, Université Paris-Saclay, CNRS, AgroParisTech, 91405, Orsay, France
Lou Seureau
Ecologie
Systématique et Evolution, Université Paris-Saclay, CNRS, AgroParisTech, 91405, Orsay, France
Gaëlle Vincent
Ecologie
Systématique et Evolution, Université Paris-Saclay, CNRS, AgroParisTech, 91405, Orsay, France
Éric Dufrêne
Ecologie
Systématique et Evolution, Université Paris-Saclay, CNRS, AgroParisTech, 91405, Orsay, France
Viewed
Total article views: 3,558 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 02 Dec 2020)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 2,409 | 1,003 | 146 | 3,558 | 418 | 91 | 139 |
- HTML: 2,409
- PDF: 1,003
- XML: 146
- Total: 3,558
- Supplement: 418
- BibTeX: 91
- EndNote: 139
Total article views: 2,979 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 07 Jun 2021)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 2,127 | 756 | 96 | 2,979 | 226 | 79 | 125 |
- HTML: 2,127
- PDF: 756
- XML: 96
- Total: 2,979
- Supplement: 226
- BibTeX: 79
- EndNote: 125
Total article views: 579 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 02 Dec 2020)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 282 | 247 | 50 | 579 | 192 | 12 | 14 |
- HTML: 282
- PDF: 247
- XML: 50
- Total: 579
- Supplement: 192
- BibTeX: 12
- EndNote: 14
Viewed (geographical distribution)
Total article views: 3,558 (including HTML, PDF, and XML)
Thereof 3,356 with geography defined
and 202 with unknown origin.
Total article views: 2,979 (including HTML, PDF, and XML)
Thereof 2,928 with geography defined
and 51 with unknown origin.
Total article views: 579 (including HTML, PDF, and XML)
Thereof 428 with geography defined
and 151 with unknown origin.
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
Cited
13 citations as recorded by crossref.
- Data-based investigation of the effects of canopy structure and shadows on chlorophyll fluorescence in a deciduous oak forest H. Balde et al.
- Intra-Annual Course of Canopy Parameters and Phenological Patterns for a Mixed and Diverse Deciduous Forest Ecosystem Along the Altitudinal Gradients Within a Dam Reservoir Landscape M. Öztürk et al.
- Role of air–soil temperature in the leaf area index (LAI) course and role of height–diameter at breast height (DBH) in the maximum LAI during foliation of Platanus orientalis L. in an urban–rural greenway system M. Öztürk et al.
- Digital Repeat Photography Application for Flowering Stage Classification of Selected Woody Plants M. Różańska et al.
- Potential of C-band Synthetic Aperture Radar Sentinel-1 time-series for the monitoring of phenological cycles in a deciduous forest K. Soudani et al.
- Characterizing Forest Species Seasonality Using Time Series of C-Band Sentinel-1 Backscattering Coefficient: A Case Study in the Spanish Central Range Z. Liu et al.
- Phenology Across Scales: An Intercontinental Analysis of Leaf‐Out Dates in Temperate Deciduous Tree Communities N. Delpierre et al.
- Warming does not delay the start of autumnal leaf coloration but slows its progress rate N. Jiang et al.
- Modelling impacts of ozone on gross primary production across European forest ecosystems using JULES I. Vieira et al.
- Forest Characterization Using C-band SAR Data—Initial Results of EOS-04 Data J. Singhal et al.
- Extracting Deciduous Forests Spring Phenology From Sentinel-1 Cross Ratio Index H. Yu et al.
- Contribution of deep soil layers to the transpiration of a temperate deciduous forest: Implications for the modelling of productivity J. Maysonnave et al.
- Atmospheric dryness effects on canopy chlorophyll fluorescence and Gross Primary Production (GPP) in a deciduous forest during heat waves Z. Li et al.
13 citations as recorded by crossref.
- Data-based investigation of the effects of canopy structure and shadows on chlorophyll fluorescence in a deciduous oak forest H. Balde et al.
- Intra-Annual Course of Canopy Parameters and Phenological Patterns for a Mixed and Diverse Deciduous Forest Ecosystem Along the Altitudinal Gradients Within a Dam Reservoir Landscape M. Öztürk et al.
- Role of air–soil temperature in the leaf area index (LAI) course and role of height–diameter at breast height (DBH) in the maximum LAI during foliation of Platanus orientalis L. in an urban–rural greenway system M. Öztürk et al.
- Digital Repeat Photography Application for Flowering Stage Classification of Selected Woody Plants M. Różańska et al.
- Potential of C-band Synthetic Aperture Radar Sentinel-1 time-series for the monitoring of phenological cycles in a deciduous forest K. Soudani et al.
- Characterizing Forest Species Seasonality Using Time Series of C-Band Sentinel-1 Backscattering Coefficient: A Case Study in the Spanish Central Range Z. Liu et al.
- Phenology Across Scales: An Intercontinental Analysis of Leaf‐Out Dates in Temperate Deciduous Tree Communities N. Delpierre et al.
- Warming does not delay the start of autumnal leaf coloration but slows its progress rate N. Jiang et al.
- Modelling impacts of ozone on gross primary production across European forest ecosystems using JULES I. Vieira et al.
- Forest Characterization Using C-band SAR Data—Initial Results of EOS-04 Data J. Singhal et al.
- Extracting Deciduous Forests Spring Phenology From Sentinel-1 Cross Ratio Index H. Yu et al.
- Contribution of deep soil layers to the transpiration of a temperate deciduous forest: Implications for the modelling of productivity J. Maysonnave et al.
- Atmospheric dryness effects on canopy chlorophyll fluorescence and Gross Primary Production (GPP) in a deciduous forest during heat waves Z. Li et al.
Saved (final revised paper)
Latest update: 02 May 2026
Short summary
We present an exhaustive comparative survey of eight proximal methods to estimate forest phenology. We focused on methodological aspects and thoroughly assessed deviations between predicted and observed phenological dates and pointed out their main causes. We show that proximal methods provide robust phenological metrics. They can be used to retrieve long-term phenological series at flux measurement sites and help interpret the interannual variability and trends of mass and energy exchanges.
We present an exhaustive comparative survey of eight proximal methods to estimate forest...
Altmetrics
Final-revised paper
Preprint