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Pubic Data on Dryad

LeBauer, D.S., Burnette, M.A., Demieville, J., Fahlgren, N., French, A.N., Garnett, R., Hu, Z., Huynh, K., Kooper, R., Li, Z., Maimaitijiang, M., Mao, J., Mockler, T.C., Morris, G.P., Newcomb, M., Ottman, M., Ozersky, P., Paheding, S., Pauli, D., Pless, R., Qin, W., Riemer, K., Rohde, G.S., Rooney, W.L., Sagan, V., Shakoor, N., Stylianou, A., Thorp, K., Ward, R., White, J.W., Willis, C., and Zender C.S. (2020). TERRA-REF, An Open Reference Data Set From High Resolution Genomics, Phenomics, and Imaging Sensors. Dryad Digital Repository.
AZMet Weather Data available on Dryad should be cited as
Brown, P. W., and B. Russell. 1996. “AZMET, the Arizona Meteorological Network. Arizona Cooperative Extension.”


Burnette, Max, David LeBauer, Solmaz Hajmohammadi, Zongyang Li, Craig Willis, Wei Qin, Patrick, and JD Maloney. 2019. terraref/extractors-multispectral: Season 6 Data Publication (2019) (version S6_Pub_2019). Zenodo.
Burnette, Max, David LeBauer, Zongyang Li, Wei Qin, Solmaz Hajmohammadi, Craig Willis, Sidke Paheding, and Nick Heyek. 2019. terraref/extractors-stereo-rgb: Season 6 Data Publication (2019) (version S6_Pub_2019). Zenodo.
Burnette, Max, David LeBauer, Wei Qin, and Yan Liu. 2019. terraref/extractors-metadata: Season 6 Data Publication (2019) (version S6_Pub_2019). Zenodo.
Burnette, Max, Jerome Mao, David LeBauer, Charlie Zender, and Harsh Agrawal. 2019. terraref/extractors-environmental: Season 6 Data Publication (2019) (version S6_Pub_2019). Zenodo.
Burnette, Maxwell, Gareth S. Rohde, Noah Fahlgren, Vasit Sagan, Paheding Sidike, Rob Kooper, Jeffrey A. Terstriep, et al. 2018. “TERRA-REF data processing infrastructure.” In ACM International Conference Proceeding Series.
Burnette, Max, Craig Willis, Chris Schnaufer, David LeBauer, Nick Heyek, Wei Qin, Solmaz Hajmohammadi, and Kristina Riemer. 2019. terraref/terrautils: Season 6 Data Publication (2019) (version S6_Pub_2019). Zenodo.
Burnette, Max, Charlie Zender, JeromeMao, David LeBauer, Rachel Shekar, Noah Fahlgren, Craig Willis, et al. 2020. terraref/computing-pipeline: Season 4 & 6 Data Publication (2019) (version S46_Pub_2019). Zenodo.
Burnette, Max, ZongyangLi, Solmaz Hajmohammadi, David LeBauer, Nick Heyek, and Craig Willis. 2019. terraref/extractors-3dscanner: Season 6 Data Publication (2019) (version S6_Pub_2019). Zenodo.
Chamberlain, Scott, Zachary Foster, Ignasi Bartomeus, David LeBauer, Chris Black, and David Harris. 2019. Traits: Species Trait Data from Around the Web.
LeBauer, David, Nick Heyek, Rachel Shekar, Katrin Leinweber, JD Maloney, and Tino Dornbusch. 2020. terraref/reference-data: Season 4 & 6 Data Publication (2019) (version S46_Pub_2019). Zenodo.
LeBauer, David, Craig Willis, Rachel Shekar, Max Burnette, Ting Li, Scott Rohde, Yan Liu, et al. 2020. terraref/documentation: Season 6 Data Publication (2019) (version v0.9). Zenodo.
Mao, Jerome, Max Burnette, Henry Butowsky, Charlie Zender, David LeBauer, and Sidke Paheding. 2019. terraref/extractors-hyperspectral: Season 6 Data Publication (2019) (version S6_Pub_2019). Zenodo.
Marini, Luigi, Rob Kooper, Indira Gutierrez, Constantinos Sophocleous, Max Burnette, Todd Nicholson, Michal Ondrejcek, et al. 2019. Clowder: Open Source Data Management for Long Tail Data (version v1.7.1). Zenodo.
Rohde, Scott, Carl Crott, Patrick Mulroony, Jeremy Kemball, David LeBauer, Rob Kooper, Jimmy Chen, et al. 2016. Bety: BETYdb 4.6. Zenodo.
Selby, Peter, Rafael Abbeloos, Jan Erik Backlund, Martin Basterrechea Salido, Guillaume Bauchet, Omar E Benites-Alfaro, Clay Birkett, et al. 2019. “BrAPI—an application programming interface for plant breeding applications.” Bioinformatics 35 (20): 4147–55.
Willis, Craig, David LeBauer, Max Burnette, and Rachel Shekar. 2020. terraref/sensor-metadata: Season 4 & 6 Data Publication (2019) (version S46_Pub_2019). Zenodo.

Sorghum Biomass Association Panel

Brenton, Zachary W., Elizabeth A. Cooper, Mathew T. Myers, Richard E. Boyles, Nadia Shakoor, Kelsey J. Zielinski, Bradley L. Rauh, William C. Bridges, Geoffrey P. Morris, and Stephen Kresovich. 2016. “A genomic resource for the development, improvement, and exploitation of sorghum for bioenergy.” Genetics.

Soil Data

Babaeian, Ebrahim, Juan R. Gonzalez-Cena, Mohammad Gohardoust, Xiaobo Hou, Scott A. White, and Markus Tuller. 2020. “Physicochemical and Hydrologic Characterization Terra-Ref South Field.” In Prep.


Morris, Geoffrey P., Davina H. Rhodes, Zachary Brenton, Punna Ramu, Vinayan Madhumal Thayil, Santosh Deshpande, C. Thomas Hash et al. "Dissecting genome-wide association signals for loss-of-function phenotypes in sorghum flavonoid pigmentation traits." G3: Genes, Genomes, Genetics 3, no. 11 (2013): 2085-2094.

Reflectance Indices

Henrich, V., Krauss, G., Götze, C., Sandow, C. (2012): IDB -, Entwicklung einer Datenbank für Fernerkundungsindizes. AK Fernerkundung, Bochum, 4.-5. 10. 2012. (PDF)
Henrich, V., Jung, A., Götze, C., Sandow, C., Thürkow, D., Gläßer, C. (2009): Development of an online indices database: Motivation, concept and implementation. 6th EARSeL Imaging Spectroscopy SIG Workshop Innovative Tool for Scientific and Commercial Environment Applications Tel Aviv, Israel, March 16-18, 2009
Apan, Armando; Held, Alex; Phinn, Stuart; Markley, John Formulation and assessment of narrow-band vegetation indices from EO-1 hyperion imagery for discriminating sugarcane disease 2003 2003 Spatial Sciences Institute Conference: Spatial Knowledge Without Boundaries (SSC2003)
Bannari, A.; Morin, D.; Bonn, F.; Huete, A. R. A review of vegetation indices 1995 Remote Sensing Reviews
Barnes, E.M.; Clarke, T.R.; Richards, S.E.; Colaizzi, P.D.; Haberland, J.; Kostrzewski, M.; Waller, P.; Choi, C., Riley, E.; Thompson, T.; Lascano, R.J.; Li, H.; Moran, M.S. Coincident detection of crop water stress, nitrogen status and canopy density using ground based multispectral data 2000 Proc. 5th Int. Conf. Precis Agric
Barnes, J. D.; Balaguer, L.; Manrique, E.; Elvira, S.; Davison, A. W. A Reappraisal of the Use of Dmso for the Extraction and Determination of Chlorophylls-a and Chlorophylls-B in Lichens and Higher-Plants 1992 Environmental and Experimental Botany
Blackburn, G. A. Spectral indices for estimating photosynthetic pigment concentrations: A test using senescent tree leaves 1998 International Journal of Remote Sensing
Carter, Gregory A. Ratios of leaf reflectances in narrow wavebands as indicators of plant stress 1994 International Journal of Remote Sensing
Carter, Gregory A.; Cibula, William G.; Miller, Richard L. Narrow-band Reflectance Imagery Compared with ThermalImagery for Early Detection of Plant Stress 1996 Journal of Plant Physiology
Chappelle, E.W.; Kim, M.S.; McMurtrey, J.E. Ratio analysis of reflectance spectra (RARS): an algorithm for the remote estimation of the concentrations of chlorophyll a, chlorophyll b, and carotenoids in soybean leaves 1992 Remote Sensing of Environment
Chen, J.M. Evaluation of vegetation indices and a modified simple ratio for boreal applications 1996 Canadian Journal of Remote Sensing
Daughtry, C. S. T.; Walthall, C. L.; Kim, M. S.; de Colstoun, E. Brown; McMurtrey Iii, J. E. Estimating Corn Leaf Chlorophyll Concentration from Leaf and Canopy Reflectance 2000 Remote Sensing of Environment
Daughtry, C.; Hunt, E. R.; Walthall, C. L.; Gish, T. J.; Liang, Shunlin; Kramer, E.J. Assessing the Spatial Distribution of Plant Litter 2001 Proceedings of the Tenth JPL Airborne Earth Science Workshop
Dobrowski, S. Z., Pushnik, J. C., Zarco-Tejada, P. J., & Ustin, S. L. (2005). Simple reflectance indices track heat and water stress-induced changes in steady-state chlorophyll fluorescence at the canopy scale. Remote Sensing of Environment, 97(3), 403-414.
Gamon, J. A.; Peñuelas, J.; Field, C. B. A narrow-waveband spectral index that tracks diurnal changes in photosynthetic efficiency 1992 Remote Sensing of Environment
Gamon, J. A.; Surfus, J. S. Assessing leaf pigment content and activity with a reflectometer 1999 New Phytologist
Gitelson, A. A.; Kaufman, Y. J.; Stark, R.; Rundquist, D. Novel algorithms for remote estimation of vegetation fraction 2002 Remote Sensing of Environment
Gitelson, A. A.; Merzlyak, M. N. Remote estimation of chlorophyll content in higher plant leaves 1997 International Journal of Remote Sensing
Gitelson, Anatoly A.; Kaufman, Yoram J.; Merzlyak, Mark N. Use of a green channel in remote sensing of global vegetation from EOS-MODIS 1996 Remote Sensing of Environment
Gitelson, Anatoly A.; Keydan, Galina P.; Merzlyak, Mark N. Three-band model for noninvasive estimation of chlorophyll, carotenoids, and anthocyanin contents in higher plant leaves 2006 Geophys. Res. Lett.
Gitelson, Anatoly A.; Merzlyak, Mark N.; Zur, Y.; Stark, R.; Gritz, U. Non-destructive and remote sensing techniques for estimation of vegetation status 2001 Third European Conference on Precision Agriculture
Gitelson, Anatoly A.; Viña, Andrés; Arkebauer, Timothy J.; Rundquist, Donald C.; Keydan, Galina: Leavitt, Bryan Remote estimation of leaf area index and green leaf biomass in maize canopies 2003 Geophys. Res. Lett.
Goel, Narendra S.; Qin, Wenhan Influences of canopy architecture on relationships between various vegetation indices and LAI and Fpar: A computer simulation 1994 Remote Sensing Reviews
Guyot, G.; Baret, F.; Major, D. J. High spectral resolution: Determination of specral shifts between the red and the near infrared 1988 International Archives of Photogrammetry and Remote Sensing
Haboudane, Driss; Miller, John R.; Pattey, Elizabeth; Zarco-Tejada, Pablo J.; Strachan, Ian B. Hyperspectral vegetation indices and novel algorithms for predicting green LAI of crop canopies: Modeling and validation in the context of precision agriculture 2004 Remote Sensing of Environment
Haboudane, Driss; Miller, John R.; Tremblay, Nicolas; Zarco-Tejada, Pablo J.; Dextraze, Louise Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture 2002 Remote Sensing of Environment
Hardinsky, M. A.; Lemas, V. The influence of soil salinity, growth form, and leaf moisture on the spectral reflectance of Spartina alternifolia canopies 1983 Photogrammetric Engineering and Remote Sensing
Hernández-Clemente, R., Navarro-Cerrillo, R. M., Suárez, L., Morales, F., & Zarco-Tejada, P. J. (2011). Assessing structural effects on PRI for stress detection in conifer forests. Remote Sensing of Environment, 115(9), 2360-2375.
Herrmann, I.; Karnieli, A.; Bonfil, D. J.; Cohen, Y.; Alchanatis, V. SWIR-based spectral indices for assessing nitrogen content in potato fields 2010 International Journal of Remote Sensing
Huete, A. R. A soil-adjusted vegetation index (SAVI) 1988 Remote Sensing of Environment
Huete, A. R.; Liu, H. Q.; Batchily, K.; van Leeuwen, W. A comparison of vegetation indices over a global set of TM images for EOS-MODIS 1997 Remote Sensing of Environment
Hunt Jr, E. Raymond; Rock, Barrett N. Detection of changes in leaf water content using Near- and Middle-Infrared reflectances 1989 Remote Sensing of Environment
Kaufman, Y. J.;Tanre, D. Atmospherically resistant vegetation index (ARVI) for EOS-MODIS 1992 Geoscience and Remote Sensing, IEEE Transactions on
Lichtenthaler, Hartmut K. Vegetation Stress: an Introduction to the Stress Concept in Plants 1996 Journal of Plant Physiology
Merzlyak, Mark N.; Gitelson, Anatoly A.; Chivkunova, Olga B.; Rakitin, Victor Y. U. Non-destructive optical detection of pigment changes during leaf senescence and fruit ripening 1999 Physiologia Plantarum
Penuelas J., Baret F., Filella I. Semi-empirical indices to assess carotenoids/chlorophyll a ratio from leaf spectral reflectance 1995 Photosynthetica
Penuelas, J.; Filella, I.; Biel, C.; Serrano, L.; Save, R. The reflectance at the 950–970 nm region as an indicator of plant water status 1993 International Journal of Remote Sensing
Peñuelas, J.; Gamon, J. A.; Fredeen, A. L.; Merino, J.; Field, C. B. Reflectance indices associated with physiological changes in nitrogen- and water-limited sunflower leaves 1994 Remote Sensing of Environment
Penuelas, Josep; Filella, Iolanda; Gamon, John A. Assessment of photosynthetic radiation-use efficiency with spectral reflectance 1995 New Phytologist
Pinty, B.; Verstraete, M. M. GEMI: a non-linear index to monitor global vegetation from satellites 1992 Plant Ecology
Rondeaux, Geneviève; Steven, Michael; Baret, Frédéric Optimization of soil-adjusted vegetation indices 1996 Remote Sensing of Environment
Roujean, Jean-Louis; Breon, François-Marie Estimating PAR absorbed by vegetation from bidirectional reflectance measurements 1995 Remote Sensing of Environment
Rouse, J.W., Jr.; Haas,R.H.; Schell, J.A.; Deering, D.W. Monitoring the vernal advancement and retrogradation (green wave effect) of natural vegetation 1973 Prog. Rep. RSC 1978-1
Sims, Daniel A.; Gamon, John A. Relationships between leaf pigment content and spectral reflectance across a wide range of species, leaf structures and developmental stages 2002 Remote Sensing of Environment
Tucker, C. J.; Elgin Jr, J. H.; McMurtrey Iii, J. E.; Fan, C. J. Monitoring corn and soybean crop development with hand-held radiometer spectral data 1979 Remote Sensing of Environment
Vogelmann, J.E.; Rock, B.N.; Moss, D.M. Red Edge Spectral Measurements from Sugar Maple Leaves 1993 International Journal of Remote Sensing
Zarco-Tejada, P. J.; Miller, J. R.; Noland, T. L.; Mohammed, G. H.; Sampson, P. H. Scaling-up and model inversion methods with narrow-band optical indices for chlorophyll content estimation in closed forest canopies with hyperspectral data 2001 IEEE Transactions on Geoscience and Remote Sensing
Zarco-Tejada, Pablo J., Alberto Berjón, Raúl López-Lozano, John R. Miller, P. Martín, Victoria Cachorro, M. R. González, and A. De Frutos. "Assessing vineyard condition with hyperspectral indices: Leaf and canopy reflectance simulation in a row-structured discontinuous canopy." Remote Sensing of Environment 99, no. 3 (2005): 271-287.