Delineation of Bare Soil Field Areas from Unmanned Aircraft System Imagery with the Mean Shift Unsupervised Clustering and the Random Forest Supervised Classification

Autor: Odysseas Vlachopoulos, Brigitte Leblon, Jinfei Wang, Ataollah Haddadi, Armand LaRocque, Greg Patterson

Publikováno v: Canadian Journal of Remote Sensing, Vol 46, Iss 4, Pp 489-500 (2020)

The use of aerial remote sensing platforms such as Unmanned Aircraft Systems (UAS) has been proven as a cost and time effective way to perform tasks related to precision agriculture and decision making. Two machine learning (ML) algorithms have been

Externí odkaz: https://doaj.org/article/69a7a8f92fb34307ad9cc9b3bbbd2ef8

Introducing key microbes from high productive soil transforms native soil microbial community of low productive soil

Autor: Saveetha Kandasamy, Elaine Yi Ran Liu, Greg Patterson, Soledad Saldias, Shimaila Ali, George Lazarovits

Publikováno v: MicrobiologyOpen, Vol 8, Iss 10, Pp n/a-n/a (2019)

Abstract This study aimed to understand the changes in rhizosphere microbial structure and diversity of an average corn yielding field site soil with the introduced microbial candidates from a high‐yielding site. Soils used in this study were from

Externí odkaz: https://doaj.org/article/6126457c053c4800b71681277b431267

Size Variability in Seed Lot Impact Seed Nutritional Balance, Seedling Vigor, Microbial Composition and Plant Performance of Common Corn Hybrids

Autor: Saveetha Kandasamy, Nimalka Weerasuriya, Daniella Gritsiouk, Greg Patterson, Soledad Saldias, Shimaila Ali, George Lazarovits

Publikováno v: Agronomy, Vol 10, Iss 2, p 157 (2020)

Soils with highly uniform textural, physical, and chemical characteristics still give rise to crop stand variability. Seed quality is one of the factors adding to yield variability and has become a concern for corn growers. Hybrid seed producers clai

Externí odkaz: https://doaj.org/article/ac44460f974b422abcebbb6610aa301d

Delineation of Bare Soil Field Areas from Unmanned Aircraft System Imagery with the Mean Shift Unsupervised Clustering and the Random Forest Supervised Classification

Autor: Brigitte Leblon, Greg Patterson, Armand LaRocque, Ataollah Haddadi, Odysseas Vlachopoulos, Jinfei Wang

Publikováno v: Canadian Journal of Remote Sensing. 46:489-500

The use of aerial remote sensing platforms such as Unmanned Aircraft Systems (UAS) has been proven as a cost and time effective way to perform tasks related to precision agriculture and decision ma...

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::aa62c43d14919b304ddfedd4aff53a4c
https://doi.org/10.1080/07038992.2020.1763789

List of contributors

Autor: A. Joseph Thatheyus, Mohd Aamir, Leandro Afonso, Mushtaq Ahmed, Oluwatosin Joseph Aladekoyi, Sajeewa Amaradasa, N. Amaresan, Galdino Andrade, Ashly Lisset Arévalo, Charles W. Bacon, Ashok Bankar, André Riedi Barazetti, Daniel A. Bastías, Rahul Bhadouria, Khalida Bloch, Ana Cristina Bolaños, Bárbara Gionco Cano, John R. Caradus, Stuart D. Card, Shivani Chandra, Pranav Chettri, Andreas Lazaros Chryssafidis, Li Chunjie, Pompi Das, Matheus Felipe de Lima Andreata, Mickely Liuti Dealis, M. Elakkya, Janaína Emiliano, Çeknas Erdinç, Natasha T. Forester, P. Ghosh, Sougata Ghosh, Patrick Gillevet, Surendra K. Gond, Iti Gontia-Mishra, Raj Kumar Gothwal, Lingua Guido, Linda J. Johnson, David Johnston-Monje, Ünal Kal, Rahul Kaldate, Saveetha Kandasamy, Sarvesh Pratap Kashyap, Turnau Katarzyna, Ashraf Y.Z. Khalifa, Baban Preet Kour, Ajay Kumar, Kanchan Kumar, Ertan Sait Kurtar, Rusi Lata, George Lazarovits, Scott Lowman, Wade J. Mace, Poonam Meena, Chuansheng Mei, Taryn A. Miller, Manisha Mishra, Arpan Modi, Christina D. Moon, N. Jennifer Michellin Kiruba, Sampat Nehra, Erika Tyemi Goya Niekawa, Kin Israel Notarte, Jerzy Nowak, Olubusola Ayoola Odeniyi, Gaurav Pal, Smita Patil, Greg Patterson, Prasanta Kumar Prusty, E.K. Radhakrishnan, Ashutosh Rai, Balasubramanian Ramakrishnan, Anjul Rana, Swarnmala Samal, A. Sankaranarayanan, Swapnil Sapre, Musa Seymen, Abhishek Sharma, Awadhesh Kumar Shukla, Masoumeh Sikaroodi, Sumana Sikdar, Gianinazzi Silvio, Ane Stéfano Simionato, Amit Kishore Singh, Archana Singh, Pardeep Singh, Pooja Singh, Rishikesh Singh, Sandeep Kumar Singh, Sushil Kumar Singh, Vipin Kumar Singh, Pooran Singh Solanki, Dharmendra Kumar Soni, Navnita Srivastava, Ramya Sugavanam, Chen Taixiang, Mary Theresa, Sharad Tiwari, P.C. Trivedi, Önder Türkmen, John Onolame Unuofin, Ram S. Upadhyay, Alok Kumar Varshney, Akanksha Verma, Anand Verma, Satish K. Verma, Christine R. Voisey, Thomas J. Webster, Nimalka Weerasuriya, James F. White, Mohammad Tarique Zeyad, Wei Zhang, Xunzhong Zhang, Chen Zhenjiang, Suat Şensoy

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::5c19d0d657150b44718f400fb053e8ac
https://doi.org/10.1016/b978-0-12-822122-8.00032-7