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Articles

Spectral responses and identification of surface vegetation stressed by natural gas leakage

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Pages 132-151 | Received 04 Jan 2019, Accepted 23 Apr 2019, Published online: 04 Jul 2019

References

  • Adams, R. S. J., and R. J. Ellis. 1960. “Some Physical and Chemical Changes in the Soil Brought about by Saturation with Natural Gas.” Soil Science Society of America Journal 24 (1): 41–44. doi:10.2136/sssaj1960.03615995002400010019x.
  • Arthur, J. J., I. A. Leone, and F. B. Flower. 1985. “The Response of Tomato Plants to Simulated Landfill Gas Mixtures.” Journal of Environmental Science and Health. Part A 20 (8): 913–925. doi:10.1080/10934528509375267.
  • Bammel, B. H., and R. W. Birnie. 1994. “Spectral Reflectance Response of Big Sagebrush to Hydrocarbon-Induced Stress in the Bighorn Basin, Wyoming.” Photogrammetric Engineering and Remote Sensing 60: 87–96.
  • Bioucas, D. J. M., A. Plaza, V. G. Camps, P. Scheunders, N. M. Nasrabadi, and J. Chanussot. 2013. “Hyperspectral Remote Sensing Data Analysis and Future Challenges.” IEEE Geoscience and Remote Sensing Magazine 1 (2): 6–36. doi:10.1109/MGRS.2013.2244672.
  • Boochs, F., G. Kupfer, K. Dockter, and W. Kuhbauch. 1990. “Shape of the Red Edge as Vitality Indicator for Plants.” International Journal of Remote Sensing 11 (10): 1741–1753. doi:10.1080/01431169008955127.
  • Carter, G. A. 1991. “Primary and Secondary Effects of Water Content on the Spectral Reflectance of Leaves.” American Journal of Botany 78 (7): 916–924. doi:10.1002/j.1537-2197.1991.tb14495.x.
  • Carter, G. A. 1993. “Responses of Leaf Spectral Reflectance to Plant Stress.” American Journal of Botany 80 (3): 239–243. doi:10.1002/j.1537-2197.1993.tb13796.x.
  • Cho, B. K., M. S. Kim, I. S. Baek, D. Y. Kim, W. H. Lee, J. Kim, H. Bae, and Y. S. Kim. 2013. “Detection of Cuticle Defects on Cherry Tomatoes Using Hyperspectral Fluorescence Imagery.” Postharvest Biology and Technology 76: 40–49. doi:10.1016/j.postharvbio.2012.09.002.
  • Comar, C. L., and F. P. Zscheile. 1942. “Analysis of Plant Extracts for Chlorophylls a and B Using Commercial Spectrophotometer.” Plant Physiology 17 (2): 198–209. doi:10.1021/i560111a022.
  • Conley, S., G. Franco, I. Faloona, D. R. Blake, J. Peischl, and T. B. Ryerson. 2016. “Methane Emissions from the 2015 Aliso Canyon Blowout in Los Angeles, CA.” Science 351 (6279): 1317–1320. doi:10.1126/science.aaf2348.
  • Filella, I., and J. Penuelas. 1994. “The Red Edge Position and Shape as Indicators of Plant Chlorophyll Content, Biomass and Hydric Status.” International Journal of Remote Sensing 15 (7): 1459–1470. doi:10.1080/01431169408954177.
  • Gilman, E. F., I. A. Leone, and F. B. Flower. 1982. “Influence of Soil Gas Contamination on Tree Root Growth.” Plant and Soil 65 (1): 3–10. doi:10.1007/bf02376797.
  • Haboudane, D., J. R. Miller, E. Pattey, P. J. Z. Tejada, and I. B. Strachan. 2004. “Hyperspectral Vegetation Indices and Novel Algorithms for Predicting Green LAI of Crop Canopies: Modeling and Validation in the Context of Precision Agriculture.” Remote Sensing of Environment 90 (3): 337–352. doi:10.1016/j.rse.2003.12.013.
  • Haboudane, D., J. R. Miller, N. Tremblay, P. J. Z. Tejada, and L. Dextraze. 2002. “Integrated Narrow-Band Vegetation Indices for Prediction of Crop Chlorophyll Content for Application to Precision Agriculture.” Remote Sensing of Environment 81 (2): 416–426. doi:10.1016/s0034-4257(02)00018-4.
  • Hansen, J. E., and A. A. Lacis. 1990. “Sun and Dust versus Greenhouse Gases: An Assessment of Their Relative Roles in Global Climate Change.” Nature 346 (6286): 713–719. doi:10.1038/346713a0.
  • Hoeks, J. 1975. “Effect of Leaking Natural Gas on Soil and Vegetation in Urban Areas.” Soil Science 120 (4): 317–318. doi:10.1097/00010694-197510000-00022.
  • IPPC. 1992. “Climate Change: The IPCC 1990 and 1992 Assessments”. World Meteorlogical Organisation/Intergovernmental Panel on Climate Change, Geneva, Switzerland.
  • Jiang, J. B., Y. F. Li, H. Q. Guo, Y. Q. Liu, and Y. H. Chen. 2012. “Spectral Characteristics and Identification Research of Soybean under Different Disease Stressed.” Spectroscopy and Spectral Analysis 32 (10): 2775–2779. doi:10.3964/j.issn.1000-0593(2012)10-2775-05.
  • Leupold, D., J. Ehlert, S. Oberländer, and B. Wiesner. 1983. “S1 Absorption of Chlorophyll-a in the Red Region.” Chemical Physics Letters 100 (4): 345–350. doi:10.1016/0009-2614(83)80284-x.
  • Maestre, F. T., and J. Cortina. 2003. “Small-Scale Spatial Variation in Soil CO2 Efflux in a Mediterranean Semiarid Steppe.” Applied Soil Ecology 23 (3): 199–209. doi:10.1016/s0929-1393(03)00050-7.
  • Mason, W. K., K. E. Pritchard, and D. R. Small. 1987. “Effects of Early Season Waterlogging on Maize Growth and Yield.” Crop and Pasture Science 38 (1): 27–35. doi:10.1071/AR9870027.
  • Neter, J., W. Wasserman, and M. H. Kutner. 1990. Applied Linear Statistical Models: Regression, Analysis of Variance, and Experimental Designs. 3th ed. Irwin: Homewood.
  • Noomen, M. F. 2007. “Hyperspectral Reflectance of Vegetation Affected by Underground Hydrocarbon Gas Seepage.” PhD Thesis, International Institute for Geo-information Science and Earth Observation, Wageningen University.
  • Noomen, M. F., A. K. Skidmore, F. D. Van Der Meer, and H. H. T. Prins. 2006. “Continuum Removed Band Depth Analysis for Detecting the Effects of Natural Gas, Methane and Ethane on Maize Reflectance.” Remote Sensing of Environment 105 (3): 262–270. doi:10.1016/j.rse.2006.07.009.
  • Noomen, M. F., K. L. Smith, J. J. Colls, M. D. Steven, A. K. Skidmore, and F. D. Van Der Meer. 2008. “Hyperspectral Indices for Detecting Changes in Canopy Reflectance as a Result of Underground Natural Gas Leakage.” International Journal of Remote Sensing 29 (20): 5987–6008. doi:10.1080/01431160801961383.
  • Oliveira de, W. J., and A. P. Crosta. 1996. “Detection of Hydrocarbon Seepage in the Sao Francisco Basin, Brazil, through Landsat TM, Soil Geochemistry and Airborne/Field Spectrometry Data Integration”. Paper presented at the 11th thematic conference on geologic remote sensing, Las Vegas, February 27–29.
  • Oudshoorn, H. P., and J. B. Thomas. 1975. “Curve Analysis of the Red Absorption Band of Chlorophyll B in Ulva Lactuca.” Plant Biology 24 (1): 49–53. doi:10.1111/j.1438-8677.1975.tb00992.x.
  • Penuelas, J., I. Filella, P. Llorft, F. Munoz, and M. Vilajeliu. 1995. “Reflectance Assessment of Mite Effects on Apple Trees.” International Journal of Remote Sensing 16 (14): 2727–2733. doi:10.1080/01431169508954588.
  • Perry, E. M., and D. A. Roberts. 2008. “Sensitivity of Narrow-Band and Broad-Band Indices for Assessing Nitrogen Availability and Water Stress in an Annual Crop.” Agronomy Journal 100 (4): 969–996. doi:10.2134/agronj2007.0306.
  • Pysek, P., and A. Pysek. 1989. “Changes in Vegetation Caused by Experimental Leakage of Natural Gas.” Weed Research 29: 193–204.
  • Qiao, X. J., J. B. Jiang, X. T. Qi, H. Q. Guo, and D. S. Yuan. 2016. “Utilization of Spectral-spatial Characteristics in Shortwave Infrared Hyperspectral Images to Classify and Identify Fungi-contaminated Peanuts.” Food Chemistry 220 (2017): 393–399. doi:10.1016/j.foodchem.2016.09.119.
  • Sheng, Z., S. S. Qian, and C. Y. Pan. 2008. Probability and Mathematical Statistics. 4th ed. China: Higher Education Press.
  • Sivathanu, Y. 2004. “Natural Gas Leak Detection in Pipelines, a Technology Status.” Technical Report, U. S. Department of Energy, National Energy Technology Laboratory, West Lafayette, Indiana.
  • Smith, K. L. 2002. “Remote Sensing of Leaf Responses to Leaking Underground Natural Gas.” PhD Thesis, Division of Agricultural and Environmental Sciences, School of Biosciences, University of Nottingham.
  • Smith, K. L., M. D. Steven, and J. J. Colls. 2004a. “Spectral Responses of Pot-Grown Plants to Displacement of Soil Oxygen.” International Journal of Remote Sensing 25 (20): 4395–4410. doi:10.1080/01431160410001729172.
  • Smith, K. L., M. D. Steven, and J. J. Colls. 2004b. “Use of Hyperspectral Derivative Ratios in the Red-Edge Region to Identify Plant Stress Responses to Gas Leaks.” Remote Sensing of Environment 92 (2): 207–217. doi:10.1016/j.rse.2004.06.002.
  • Smith, K. L., M. D. Steven, and J. J. Colls. 2005. “Plant Spectral Responses to Gas Leaks and Other Stresses.” International Journal of Remote Sensing 26 (18): 4067–4081. doi:10.1080/01431160500165625.
  • Swain, P. H., and S. M. Davis. 1978. Remote Sensing: The Quantitative Approach. New York: McGraw-Hill International Book Company.
  • Wang, L., and W. P. Sousa. 2009. “Distinguishing Mangrove Species with Laboratory Measurements of Hyperspectral Leaf Reflectance.” International Journal of Remote Sensing 30 (5): 1267–1281. doi:10.1080/01431160802474014.
  • Yang, H. 1999. “Spectral Characteristics of Wheat Associated with Hydrocarbon Microseepages.” International Journal of Remote Sensing 20 (4): 807–813. doi:10.1080/014311699213226.
  • Yu, H., and J. Yang. 2001. “A Direct LDA Algorithm for High-dimensional data-With Application to Face Recognition.” Pattern Recognition 34 (10): 2067–2070. doi:10.1016/S0031-3203(00)00162-X.
  • Zaidi, P. H., S. Rafique, and N. N. Singh. 2003. “Response of Maize (zea Mays L.) Genotypes to Excess Soil Moisture Stress: Morpho-Physiological Effects and Basis of Tolerance.” European Journal of Agronomy 19 (3): 383–399. doi:10.1016/s1161-0301(02)00090-4.

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