Spatially Explicit Estimation of Clay and Organic Carbon Content in Agricultural Soils Using Multi-Annual Imaging Spectroscopy Data
المؤلفون المشاركون
Kaufmann, Hermann
Menz, Gunter
Gerighausen, Heike
المصدر
Applied and Environmental Soil Science
العدد
المجلد 2012، العدد 2012 (31 ديسمبر/كانون الأول 2012)، ص ص. 1-23، 23ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2012-10-10
دولة النشر
مصر
عدد الصفحات
23
التخصصات الرئيسية
الملخص EN
Information on soil clay and organic carbon content on a regional to local scale is vital for a multitude of reasons such as soil conservation, precision agriculture, and possibly also in the context of global environmental change.
The objective of this study was to evaluate the potential of multi-annual hyperspectral images acquired with the HyMap sensor (450–2480 nm) during three flight campaigns in 2004, 2005, and 2008 for the prediction of clay and organic carbon content on croplands by means of partial least squares regression (PLSR).
Supplementary, laboratory reflectance measurements were acquired under standardized conditions.
Laboratory spectroscopy yielded prediction errors between 19.48 and 35.55 g kg−1 for clay and 1.92 and 2.46 g kg−1 for organic carbon.
Estimation errors with HyMap image spectra ranged from 15.99 to 23.39 g kg−1 for clay and 1.61 to 2.13 g kg−1 for organic carbon.
A comparison of parameter predictions from different years confirmed the predictive ability of the models.
BRDF effects increased model errors in the overlap of neighboring flight strips up to 3 times, but an appropriated preprocessing method can mitigate these negative influences.
Using multi-annual image data, soil parameter maps could be successively complemented.
They are exemplarily shown providing field specific information on prediction accuracy and image data source.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Gerighausen, Heike& Menz, Gunter& Kaufmann, Hermann. 2012. Spatially Explicit Estimation of Clay and Organic Carbon Content in Agricultural Soils Using Multi-Annual Imaging Spectroscopy Data. Applied and Environmental Soil Science،Vol. 2012, no. 2012, pp.1-23.
https://search.emarefa.net/detail/BIM-504723
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Gerighausen, Heike…[et al.]. Spatially Explicit Estimation of Clay and Organic Carbon Content in Agricultural Soils Using Multi-Annual Imaging Spectroscopy Data. Applied and Environmental Soil Science No. 2012 (2012), pp.1-23.
https://search.emarefa.net/detail/BIM-504723
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Gerighausen, Heike& Menz, Gunter& Kaufmann, Hermann. Spatially Explicit Estimation of Clay and Organic Carbon Content in Agricultural Soils Using Multi-Annual Imaging Spectroscopy Data. Applied and Environmental Soil Science. 2012. Vol. 2012, no. 2012, pp.1-23.
https://search.emarefa.net/detail/BIM-504723
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-504723
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر