Data to science: an open-source online platform for managing, visualizing, and publishing UAS data

被引:0
|
作者
Jung, Jinha [1 ]
Fei, Songlin [2 ]
Tuinstra, Mitch [3 ]
Yang, Yang [4 ]
Wang, Diane [3 ]
Song, Carol [5 ]
Gillan, Jeffrey [6 ]
Bhandari, Mahendra [7 ]
Ibrahim, Amir [8 ]
Zhao, Lan [5 ]
Swetnam, Tyson [6 ]
Barker, Bryan
Jung, Minyoung [1 ]
Hancock, Ben [1 ]
机构
[1] Purdue Univ, Lyles Sch Civil Engn, 550 W Stadium Ave, W Lafayette, IN 47907 USA
[2] Purdue Univ, Dept Forestry & Nat Resources, 715 W State St, W Lafayette, IN 47907 USA
[3] Purdue Univ, Dept Agron, 915 W State St, W Lafayette, IN 47907 USA
[4] Purdue Univ, Inst Plant Sci, 915 W State St, W Lafayette, IN 47907 USA
[5] Purdue Univ, Rosen Ctr Adv Comp, 101 Foundry Dr, W Lafayette, IN 47906 USA
[6] Univ Arizona, Inst BIO5, 1657 E Helen St, Tucson, AZ 85719 USA
[7] Texas A&M AgriLife Res, Soil & Crop Sci, Corpus Christi, TX USA
[8] Texas A&M Univ, Heep Ctr, Dept Soil & Crop Sci, 370 Olsen Blvd, College Stn, TX 77843 USA
基金
美国食品与农业研究所;
关键词
Unoccupied Aircraft System (UAS); High Throughput Phenotyping (HTP); Big Data; FAIR Principle; Open Data Science;
D O I
10.1117/12.3021199
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Recent advancements in sensor technologies make it possible to collect fine spatial and high temporal resolution remote sensing data and automatically extract informative features in a high throughput mode. As researchers increasingly have access to tools to collect big data, such as Unmanned Aerial Vehicles (UAV) and Controlled Environment Phenotyping Facility (CEPF), there is a need for generating quantitative phenotypic from the collected geospatial data. While precision agriculture technology aims to protect our environment and produce enough food to feed a growing population, the massive volume of geospatial data generated by the research scientists and the lack of software packages customized for processing these data make it challenging to develop transdisciplinary research collaboration around this data. We will share our efforts to develop an open-source online platform for UAS HTP data management to address the big data challenges.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] OpenNAU:An open-source platform for normalizing,analyzing,and visualizing cancer untargeted metabolomics data
    Qingrong Sun
    Qingqing Xu
    Majie Wang
    Yongcheng Wang
    Dandan Zhang
    Maode Lai
    [J]. Chinese Journal of Cancer Research, 2023, 35 (05) : 550 - 564
  • [2] OpenNAU: An open-source platform for normalizing, analyzing, and visualizing cancer untargeted metabolomics data
    Sun, Qingrong
    Xu, Qingqing
    Wang, Majie
    Wang, Yongcheng
    Zhang, Dandan
    Lai, Maode
    [J]. CHINESE JOURNAL OF CANCER RESEARCH, 2023, 35 (05) : 550 - +
  • [3] OpenPIP: An Open-source Platform for Hosting, Visualizing and Analyzing Pro-tein Interaction Data
    Helmy, Mohamed
    Mee, Miles
    Ranjan, Aniket
    Hao, Tong
    Vidal, Marc
    Calderwood, Michael A.
    Luck, Katja
    Bader, Gary D.
    [J]. JOURNAL OF MOLECULAR BIOLOGY, 2022, 434 (11)
  • [4] ViXeN: An open-source package for managing multimedia data
    Ramachandran, Prabhu
    Devarajan, Kadambari
    [J]. METHODS IN ECOLOGY AND EVOLUTION, 2018, 9 (03): : 785 - 792
  • [5] Dendro: A FAIR, Open-Source Data Sharing Platform
    Costa, Lazaro
    da Silva, Joao Rocha
    [J]. DIGITAL LIBRARIES FOR OPEN KNOWLEDGE, TPDL 2019, 2019, 11799 : 384 - 387
  • [6] An Open-Source Platform for GIS Data Management and Analytics
    Piccoli, Flavio
    Locatelli, Simone Giuseppe
    Schettini, Raimondo
    Napoletano, Paolo
    [J]. SENSORS, 2023, 23 (08)
  • [7] Open-source data analysis and visualization software platform: SAGUARO
    Kim, Dae Wook
    Lewis, Benjamin J.
    Burge, James H.
    [J]. OPTICAL MANUFACTURING AND TESTING IX, 2011, 8126
  • [8] An open-source data acquisition platform for teaching vibration analysis
    Trujillo-Franco, Luis G.
    Abundis-Fong, Hugo F.
    Marin-Soriano, Juan C.
    [J]. COMPUTER APPLICATIONS IN ENGINEERING EDUCATION, 2024,
  • [9] Topio: An Open-Source Web Platform for Trading Geospatial Data
    Ionescu, Andra
    Patroumpas, Kostas
    Psarakis, Kyriakos
    Chatzigeorgakidis, Georgios
    Collarana, Diego
    Barenscher, Kai
    Skouta, Dimitrios
    Katsifodimos, Asterios
    Athanasiou, Spiros
    [J]. WEB ENGINEERING, ICWE 2023, 2023, 13893 : 336 - 351
  • [10] tranSMART platform for translational medicine: An open source, open data and open science platform
    Potenzone, Rudy
    Elliston, Keith
    [J]. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2017, 253