N: 71.28 S: -22.97 E: 119.22 W: -158.15
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This data set provides a time series of vegetation phenological observations for 393 sites across diverse ecosystems of the world (mostly North America) from 2000-2018. The phenology data were derived from conventional visible-wavelength automated digital camera imagery collected through the PhenoCam Network at each site. From each acquired image, RGB (red, green, blue) color channel information was extracted and means and other statistics calculated for a region-of-interest (ROI) that delineates an area of specific vegetation type. From the high-frequency (typically, 30 minute) imagery collected over several years, time series characterizing vegetation color, including canopy greenness, plus greenness rising and greenness falling transition dates, were summarized over 1- and 3-day intervals.
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Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Enhanced effect of warming on the leaf-onset date of boreal deciduous broadleaf forest | Li, Wenyu, Lu, Hui, Chen, Jing M., Piao, Shilong, Keenan, Trevor F., Miao, Guofang, Liu, Qiang, Zang, Zhou, Xu, Nan, Liu, Jane, Cheng, Qu, Wang, Han, Wang, Rong, Ji, Wenjie, Zhu, Peng, Li, Congcong, Xin, Qinchuan, Gong, Peng | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index, Land Use/Land Cover Classification | |
| A vegetation phenology dataset developed by integrating multiple sources using the reliability ensemble averaging method | Cui, Yishuo, Chen, Shouzhi, Gong, Yufeng, Li, Mingwei, Jia, Zitong, Zhou, Yuyu, Fu, Yongshuo H. | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Normalized Difference Vegetation Index (NDVI), Plant Phenological Changes, Plant Characteristics, Vegetation Cover, Vegetation Index | |
| An enhanced phenology dataset for global drylands from 2001 to 2019 | Dong, Yuqi, Zhou, Yu, Zhang, Li, Tian, Feng, Xie, Qiaoyun, Chen, Yiyang, Ruan, Linlin, Zhang, Bo | Land Use/Land Cover Classification, Reflectance, Anisotropy, Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index, Plant Phenological Changes, Plant Characteristics, Vegetation Cover | |
| PhenoCam Guidelines for Phenological Measurement and Analysis in an | Sunoj, S., Igathinathane, C., Saliendra, Nicanor, Hendrickson, John, Archer, David, Liebig, Mark | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Potential of Sentinel-1 time-series data for monitoring the phenology of | Schlund, Michael | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Over three decades, and counting, of near-surface turbulent flux measurements from the Atmospheric Radiation Measurement (ARM) user facility | Sullivan, Ryan C., Billesbach, David P., Biraud, Sebastien, Chan, Stephen, Hart, Richard, Keeler, Evan, Kyrouac, Jenni, Pal, Sujan, Pekour, Mikhail, Sullivan, Sara L., Theisen, Adam, Tuftedal, Matt, Cook, David R. | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Spatiotemporal Vegetation Dynamics, Forest Loss, and Recovery: | Ignatius, Amber R., Annis, Ashley N., Helton, Casey A., Reeb, Alec W., Ricke, Dylan F. | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Adaptation and Response in Drylands (ARID): Community Insights for | Feldman, Andrew F., Reed, Sasha, Amaral, Cibele, BabstKostecka, Alicja, Babst, Flurin, Biederman, Joel, Devine, Charles, Fu, Zheng, Green, Julia K., Guo, Jessica, Hanan, Niall P., Kokaly, Raymond, Litvak, Marcy, MacBean, Natasha, Moore, David, Ojima, Dennis, Poulter, Benjamin, Scott, Russell L., Smith, William K., Swap, Robert, Tucker, Compton J., Wang, Lixin, Watts, Jennifer, Wessels, Konrad, Zhang, Fangyue, Zhang, Wen | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Empirical Dynamic Modeling Reveals Complexity of Methane Fluxes in a | Hill, Andrew C., Schafer, Karina V. R., Forbrich, Inke, Vargas, Rodrigo | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| The LTAR Cropland Common Experiment at Upper Mississippi River BasinMorris | Johnson, Jane M. F., Helseth, Christina M., Weyers, Sharon, Papanicolaou, Thanos, Busche, Dennis | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Thermal Forcing Versus Chilling? Misspecification of Temperature | Gao, Xiaojie, Richardson, Andrew D., Friedl, Mark A., Moon, Minkyu, Gray, Josh M. | Plant Phenology, Enhanced Vegetation Index (EVI), Plant Characteristics, Vegetation Cover, Vegetation Index | |
| A robust and unified land surface phenology algorithm for diverse biomes and growth cycles in China by using harmonized Landsat and Sentinel-2 imagery | Yang, Jilin, Dong, Jinwei, Liu, Luo, Zhao, Miaomiao, Zhang, Xiaoyang, Li, Xuecao, Dai, Junhu, Wang, Huanjiong, Wu, Chaoyang, You, Nanshan, Fang, Shibo, Pang, Yong, He, Yingli, Zhao, Guosong, Xiao, Xiangming, Ge, Quansheng | Plant Phenology, Enhanced Vegetation Index (EVI), Plant Characteristics, Vegetation Cover, Vegetation Index | |
| A soil-air temperature model to determine the start of season phenology of deciduous forests | Klinek, Lily, Au, Jessie, Wong, Christopher YS, Magney, Troy S, Baldocchi, Dennis | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Continuous increase in evaporative demand shortened the growing season of European ecosystems in the last decade | Rahmati, Mehdi, Graf, Alexander, Poppe Teran, Christian, Amelung, Wulf, Dorigo, Wouter, Franssen, Harrie-Jan Hendricks, Montzka, Carsten, Or, Dani, Sprenger, Matthias, Vanderborght, Jan, Verhoest, Niko E. C., Vereecken, Harry | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Characteristics, Plant Phenology, Vegetation Cover | |
| Mapping Phenology of Complicated Wetland Landscapes through Harmonizing | Fan, Chang, Yang, Jilin, Zhao, Guosong, Dai, Junhu, Zhu, Mengyao, Dong, Jinwei, Liu, Ruoqi, Zhang, Geli | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| phenoC++: An open-source tool for retrieving vegetation phenology from satellite remote sensing data | Ruan, Yongjian, Ruan, Baozhen, Xin, Qinchuan, Liao, Xi, Jing, Fengrui, Zhang, Xinchang | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Leaf phenology as an indicator of ecological integrity | Spafford, Lynsay, MacDougall, Andrew H., Vitasse, Yann, Filippa, Gianluca, Richardson, Andrew, Steenberg, James, Lever, J. Jelle | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Climatedriven shifts in leaf senescence are greater for boreal species than temperate species in the Acadian Forest region in contrast to leaf emergence shifts | Spafford, Lynsay, MacDougall, Andrew, Steenberg, James | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index, Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent, Vapor Pressure | |
| Toward 30 m Fine-Resolution Land Surface Phenology Mapping at a Large | Ruan, Yongjian, Ruan, Baozhen, Zhang, Xinchang, Ao, Zurui, Xin, Qinchuan, Sun, Ying, Jing, Fengrui | Reflectance, Plant Phenology, Enhanced Vegetation Index (EVI), Plant Characteristics, Vegetation Cover, Vegetation Index, Nitrogen, Atmospheric Carbon Dioxide, Tree Rings, Forests, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Carbon | |
| A background-free phenology index for improved monitoring of vegetation phenology | Xie, Zhiying, Zhu, Wenquan, He, Bangke, Qiao, Kun, Zhan, Pei, Huang, Xin | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| A minimally managed switchgrass ecosystem in a humid subtropical climate is a source of carbon to the atmosphere | Ahlswede, Benjamin J., O'Halloran, Thomas L., Forsythe, Jeremy D., Thomas, R. Quinn | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Assessing the Accuracy of Forest Phenological Extraction from Sentinel-1 C-Band Backscatter Measurements in Deciduous and Coniferous Forests | Ling, Yuxiang, Teng, Shiwen, Liu, Chao, Dash, Jadunandan, Morris, Harry, Pastor-Guzman, Julio | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | |
| Warming does not delay the start of autumnal leaf coloration but slows its progress rate | Jiang, Nan, Shen, Miaogen, Ciais, Philippe, Campioli, Matteo, Penuelas, Josep, Korner, Christian, Cao, Ruyin, Piao, Shilong, Liu, Licong, Wang, Shiping, Liang, Eryuan, Delpierre, Nicolas, Soudani, Kamel, Rao, Yuhan, Montagnani, Leonardo, Hortnagl, Lukas, PaulLimoges, Eugenie, Myneni, Ranga, Wohlfahrt, Georg, Fu, Yongshuo, Sigut, Ladislav, Varlagin, Andrej, Chen, Jin, Tang, Yanhong, Zhao, Wenwu | Land Use/Land Cover Classification, Reflectance, 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 | |
| Drivers of decadal carbon fluxes across temperate ecosystems | Desai, Ankur R., Murphy, Bailey A., Wiesner, Susanne, Thom, Jonathan, Butterworth, Brian J., KoupaeiAbyazani, Nikaan, Muttaqin, Andi, Paleri, Sreenath, Talib, Ammara, Turner, Jess, Mineau, James, Merrelli, Aronne, Stoy, Paul, Davis, Ken | Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index |