N: 71.28 S: -22.97 E: 119.22 W: -158.15
TABLE OF CONTENTS
Description
This dataset provides a time series of visible-wavelength digital camera imagery collected through the PhenoCam Network at each of 393 sites predominantly in North America from 2000-2018. The raw imagery was used to derive information on phenology, including time series of vegetation color, canopy greenness, and phenology transition dates for the PhenoCam Dataset v2.0.
Product Summary
Platforms
FIELD INVESTIGATION
Instruments
CAMERA
Projects
Vegetation
Spatial Extent
Location
GLOBAL
Coordinate System
CARTESIAN
Granule Spatial Representation
CARTESIAN
Temporal Extent
1999-11-16 to 2018-12-31
Concept ID
C2764728896-ORNL_CLOUD
Data State
SUPERSEDED
Number of Files/Granules
0
Processing Level
1A
Published
Updated
Science Keywords
Citation
Citation is critically important for dataset documentation and discovery. This dataset is openly shared, without restriction, in accordance with the EOSDIS Data Use and Citation Guidance.
Copy Citation
Citation Copied
Milliman, T., Seyednasrollah, B., Young, A. M., Hufkens, K., Friedl, M. A., Frolking, S., Richardson, A. D., Abraha, M., Allen, D. W., Apple, M., Arain, M. A., Baker, J., Baker, J. M., Bernacchi, C. J., Bhattacharjee, J., Blanken, P., Bosch, D. D., Boughton, R., Boughton, E. H., … Verfaillie, J. (2019). PhenoCam Dataset v2.0: Digital Camera Imagery from the PhenoCam Network, 2000-2018 (Version 2). ORNL Distributed Active Archive Center. https://doi.org/10.3334/ORNLDAAC/1689 Date Accessed: 2026-08-01
Milliman, T., B. Seyednasrollah, A.M. Young, K. Hufkens, M.A. Friedl, S. Frolking, A.D. Richardson, et al. “PhenoCam Dataset v2.0: Digital Camera Imagery from the PhenoCam Network, 2000-2018.” ORNL Distributed Active Archive Center, September 4, 2019. doi:10.3334/ORNLDAAC/1689. Date Accessed: 2026-08-01
Milliman, T., et al. PhenoCam Dataset v2.0: Digital Camera Imagery from the PhenoCam Network, 2000-2018. 2, ORNL Distributed Active Archive Center, 4 Sept. 2019, doi:10.3334/ORNLDAAC/1689. Date Accessed: 2026-08-01
TABLE OF CONTENTS
Documents
USER'S GUIDE
Publications Citing This Dataset
Filters
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| A Costefficient and robust approach to monitor ecosystem photosynthesis using nearinfrared enabled cameras | Syahid, Luri Nurlaila, Luo, Xiangzhong, Zhao, Ruiying, Yu, Liyao, Tan, Li Ming, Detto, Matteo, Sonnentag, Oliver | Reflectance, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Vegetation Cover, Plant Phenology, Plant Characteristics | |
| Interannual Variability in Fall Ecosystem Metabolism Using CO2: O2 Stoichiometry | Blanchette, Brandon, Botrel, Morgan, Couture, Raoul-Marie, Parkes, Alice H., Maranger, Roxane | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Reflecting on the Tenure Track From MidCareer | Runkle, B. R. K. | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| The effects of alternate wetting and drying irrigation on water use efficiency in Mid-South rice | Reavis, Colby W., Reba, Michele L., Runkle, Benjamin R.K. | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Signatures of autumn deluges revealed during spring drought in a semi-arid grassland | Hajek, Olivia L., Knapp, Alan K. | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Variation in zero plane displacement and roughness length for momentum revisited | Kunadi, Ashvath Singh, Silberstein, Richard P., Thompson, Sally E. | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| VCPNET: A new dataset to benchmark vegetation carbon phenology metrics | Tang, Xuan, Starr, Gregory, Staudhammer, Christina L., Zhang, Kaidi, Li, Longwei, Li, Nan, Ajloon, Fathielrahaman H., Gong, Yuan | Plant Phenology, Enhanced Vegetation Index (EVI), Plant Characteristics, Vegetation Cover, Vegetation Index | |
| Experimental Whole-Ecosystem Warming Enables Novel Estimation of Snow Cover and Depth Sensitivities to Temperature, and Quantification of the Snow-Albedo Feedback Effect | Richardson, Andrew D., Schadel, Christina, WestergaardNielsen, Andreas, Novick, Kimberly A., Basler, David, Phillips, Jana R., Krassovski, Misha B., Warren, Jeffrey M., Sebestyen, Stephen D., Hanson, Paul J. | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Predicting spring phenology in deciduous broadleaf forests: NEON phenology forecasting community challenge | Wheeler, Kathryn I., Dietze, Michael C., LeBauer, David, Peters, Jody A., Richardson, Andrew D., Ross, Arun A., Thomas, R. Quinn, Zhu, Kai, Bhat, Uttam, Munch, Stephan, Floreani Buzbee, Raphaela, Chen, Min, Goldstein, Benjamin, Guo, Jessica, Hao, Dalei, Jones, Chris, Kelly-Fair, Mira, Liu, Haoran, Malmborg, Charlotte, Neupane, Naresh, Pal, Debasmita, Shirey, Vaughn, Song, Yiluan, Steen, McKalee, Vance, Eric A., Woelmer, Whitney M., Wynne, Jacob H., Zachmann, Luke | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Near surface camera informed agricultural land monitoring for climate smart agriculture | Yu, Le, Du, Zhenrong, Li, Xiyu, Zhao, Qiang, Wu, Hui, weise, Duoji, Yuan, Xinqun, Yang, Yuanzheng, Cai, Wenhua, Song, Weimin, Wang, Pei, Zhao, Zhicong, Long, Ying, Zhang, Yongguang, Peng, Jinbang, Xin, Xiaoping, Xu, Fei, Shen, Miaogen, Wang, Hui, Jiao, Yuanmei, Li, Tingting, Sun, Zhentao, Zhao, Yonggan, Fang, Mengyang, Peng, Dailiang, Wu, Chaoyang, Li, Sheng, Shen, Xiaoli, Ma, Keping, Lin, Guanghui, Luo, Yong | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Stage Frequency Analysis from Snowmelt Runoff near Utqiagvik, Alaska | Wagner, Anna, Engel, Chandler, Ho, David, Giovando, Jeremy, Morriss, Blaine, Deeb, Elias | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index, Albedo, Snow Cover | |
| Green-up and brown-down: Modelling grassland foliage phenology responses to soil moisture availability | Yang, Jinyan, Medlyn, Belinda E., Barton, Craig V.M., Churchill, Amber C., De Kauwe, Martin G., Jiang, Mingkai, Krishnananthaselvan, Arjunan, Tissue, David T., Pendall, Elise, Power, Sally A. | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Exploring discrepancies between in situ phenology and remotely derived | Donnelly, Alison, Yu, Rong, Jones, Katherine, Belitz, Michael, Li, Bonan, Duffy, Katharyn, Zhang, Xiaoyang, Wang, Jianmin, Seyednasrollah, Bijan, Gerst, Katherine L., Li, Daijiang, Kaddoura, Youssef, Zhu, Kai, Morisette, Jeffrey, Ramey, Colette, Smith, Kathleen | Plant Phenology, Enhanced Vegetation Index (EVI), Plant Characteristics, Vegetation Cover, Vegetation Index, Reflectance | |
| Classification of Daily Crop Phenology in PhenoCams Using Deep Learning | Taylor, Shawn D., Browning, Dawn M. | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Comparison of the Two Most Common Phenology Algorithms Imbedded in Land Surface Models | Chen, Baozhang | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Modification of a Wavelet-Based Method for Detecting Ebullitive Methane Fluxes in Eddy-Covariance Observations: Application at Two Rice Fields | Richardson, Will P., Reba, Michele L., Runkle, Benjamin R. K. | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Seasonality in aerodynamic resistance across a range of North American ecosystems | Young, Adam M., Friedl, Mark A., Seyednasrollah, Bijan, Beamesderfer, Eric, Carrillo, Carlos M., Li, Xiaolu, Moon, Minkyu, Arain, M. Altaf, Baldocchi, Dennis D., Blanken, Peter D., Bohrer, Gil, Burns, Sean P., Chu, Housen, Desai, Ankur R., Griffis, Timothy J., Hollinger, David Y., Litvak, Marcy E., Novick, Kim, Scott, Russell L., Suyker, Andrew E., Verfaillie, Joseph, Wood, Jeffrey D., Richardson, Andrew D. | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| A survey of proximal methods for monitoring leaf phenology in temperate deciduous forests | Soudani, Kamel, Delpierre, Nicolas, Berveiller, Daniel, Hmimina, Gabriel, Pontailler, Jean-Yves, Seureau, Lou, Vincent, Gaelle, Dufrene, Eric | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Ecosystem-scale biogeochemical fluxes from three bioenergy crop candidates: How energy sorghum compares to maize and miscanthus | Moore, Caitlin E., von Haden, Adam C., Burnham, Mark B., Kantola, Ilsa B., Gibson, Christy D., Blakely, Bethany J., Dracup, Evan C., Masters, Michael D., Yang, Wendy H., DeLucia, Evan H., Bernacchi, Carl J. | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Monitoring agroecosystem productivity and phenology at a national scale: A metric assessment framework | Browning, Dawn M., Russell, Eric S., Ponce-Campos, Guillermo E., Kaplan, Nicole, Richardson, Andrew D., Seyednasrollah, Bijan, Spiegal, Sheri, Saliendra, Nicanor, Alfieri, Joseph G., Baker, John, Bernacchi, Carl, Bestelmeyer, Brandon T., Bosch, David, Boughton, Elizabeth H., Boughton, Raoul K., Clark, Pat, Flerchinger, Gerald, Gomez-Casanovas, Nuria, Goslee, Sarah, Haddad, Nick M., Hoover, David, Jaradat, Abdullah, Mauritz, Marguerite, McCarty, Gregory W., Miller, Gretchen R., Sadler, John, Saha, Amartya, Scott, Russell L., Suyker, Andrew, Tweedie, Craig, Wood, Jeffrey D., Zhang, Xukai, Taylor, Shawn D. | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Multiscale assessment of land surface phenology from harmonized Landsat 8 and Sentinel-2, PlanetScope, and PhenoCam imagery | Moon, Minkyu, Richardson, Andrew D., Friedl, Mark A. | Plant Phenology, Land Use/Land Cover, Enhanced Vegetation Index (EVI), Reflectance, Land Use/Land Cover Classification, Plant Characteristics, Vegetation Cover, Vegetation Index | |
| Solar and sensor geometry, not vegetation response, drive satellite NDVI phenology in widespread ecosystems of the western United States | Norris, Jodi R., Walker, Jessica J. | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Plant Characteristics, Plant Phenology, Vegetation Index | |
| Sensitivity of deciduous forest phenology to environmental drivers: implications for climate change impacts across North America | Seyednasrollah, Bijan, Young, Adam M., Li, Xiaolu, Milliman, Thomas, Ault, Toby, Frolking, Steve, Friedl, Mark, Richardson, Andrew D. | Land Surface Temperature, Emissivity, Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Tracking vegetation phenology across diverse biomes using Version 2.0 of the PhenoCam Dataset | Seyednasrollah, Bijan, Young, Adam M., Hufkens, Koen, Milliman, Tom, Friedl, Mark A., Frolking, Steve, Richardson, Andrew D. | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index |
You're viewing 24 of 24