IEEE Geoscience and Remote Sensing Magazine - June 2019 - 188
◗ Environmental Spectros-
copy. Using a spectroraIF POSSIBLE, STUDENTS
diometer, students learn
SHOULD BE PROVIDED
about t he characteristic
WITH SIMPLE POINT-ANDre f le c tance of different
sur faces. The teac hing
SHOOT CAMERAS AND BE
staff explains the NDVI
REQUIRED TO CONVERT
by showing students how
THEM TO NDVI CAMERAS.
to analyze the reflectance
spectra of plants, soil, and
other surfaces.
◗ Earth Observation by Satellite. The students analyze satellite data with the relevant GIS software, e.g., the educational software LEOWorks (http://leoworks.terrasigna
.com/). They download the data and classify different
surfaces according to the NDVI.
◗ Infrared Measurement Technology. For a deeper understanding of electromagnetic radiation, students experiment
with different infrared devices, e.g., near-infrared and
thermal cameras. They observe the high reflectance of
vegetation in the near-infrared spectral region.
(a)
(b)
FIGURE 4. (a) Munich students launching a UAV close to a lake.
(b) The NDVI camera and a nonmodified reference camera were
mounted on the UAV's landing skid with tape.
188
Finally, the day ends with a wrap-up for the whole
group. By this point, each group will have an expert in
each aspect of the project; therefore, the group as a whole
has the necessary expertise to plan and execute its own
measurement campaign and address the challenges that
arise. If possible, students should be provided with simple point-and-shoot cameras and be required to convert
them to NDVI cameras. If not, they can be provided with
converted cameras. Thereafter, each group has to find
an area suitable for measurement and acquire the NDVI
images. Possible carrier platforms for the cameras are
tethered balloons or, if available, UAVs. The students are
instructed to investigate their research areas thoroughly
and take close-up pictures in the infrared and visible
spectral bands with nonconverted cameras and with their
converted cameras. All the gathered data are stored for
subsequent analysis.
After data analysis, each group is required to present its
results in the form of an oral presentation, poster, or scientific report. They should present their results to their peers
and, if possible, to the academic staff at their institution.
At the end of the program, project supervisors identify the
strengths and weaknesses of the students' campaigns and
give critical feedback. This teaching concept was evaluated in a joint German-Israeli student project, which is described in the following section as a best-practice example.
A JOINT GERMAN-ISRAELI SCHOOL PROJECT
ON REMOTE SENSING OF VEGETATION
Because remote sensing means gathering information
without physical contact, it seemed best to conduct the
proposed student research project in such a way that real
physical contact was not readily possible. Other reasons
to teach this remote sensing project as a joint international
project include
◗ learning about environmental aspects relevant to the
different countries, such as water and food supply
◗ studying and comparing the different vegetation in different climate zones
◗ learning how to apply digital media to provide, exchange,
and discuss data and interpretations; in this project,
web2.0 techniques were needed to keep in contact.
The international student research project on remote
sensing of vegetation using the NDVI cameras was conducted by the EPIF of Ben-Gurion University of the Negev
and the DLR School Lab, the student lab of DLR Oberpfaffenhofen [8]. For each country, 16 high school students
aged 16-18 years (from Beer-Sheva and Munich) performed
measurement campaigns in their respective environments
(Figure 4). The students maintained contact with one another via social media.
The students' project started with a day at the EPIF or
DLR, according to the project plan described previously. The
German students chose their region of interest and acquired
their data using cameras mounted on a UAV (https://www
.dji.com/de/phantom-3-standard). The Israeli students
IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
JUNE 2019
http://leoworks.terrasigna.com/
http://leoworks.terrasigna.com/
http://www.dji.com/de/phantom-3-standard
http://www.dji.com/de/phantom-3-standard
IEEE Geoscience and Remote Sensing Magazine - June 2019
Table of Contents for the Digital Edition of IEEE Geoscience and Remote Sensing Magazine - June 2019
Contents
IEEE Geoscience and Remote Sensing Magazine - June 2019 - Cover1
IEEE Geoscience and Remote Sensing Magazine - June 2019 - Cover2
IEEE Geoscience and Remote Sensing Magazine - June 2019 - Contents
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 2
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 3
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 4
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 5
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 6
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 7
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 8
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 9
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 10
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 11
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 12
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 13
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 14
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 15
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 16
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 17
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 18
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 19
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 20
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 21
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 22
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 23
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 24
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 25
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 26
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 27
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 28
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 29
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 30
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 31
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 32
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 33
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 34
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 35
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 36
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 37
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 38
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 39
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 40
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 41
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 42
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 43
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 44
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 45
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 46
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 47
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 48
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 49
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 50
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 51
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 52
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 53
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 54
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 55
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 56
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 57
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 58
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 59
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 60
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 61
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 62
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 63
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 64
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 65
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 66
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 67
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 68
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 69
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 70
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 71
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 72
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 73
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 74
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 75
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 76
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 77
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 78
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 79
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 80
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 81
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 82
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 83
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 84
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 85
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 86
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 87
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 88
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 89
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 90
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 91
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 92
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 93
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 94
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 95
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 96
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 97
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 98
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 99
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 100
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 101
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 102
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 103
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 104
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 105
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 106
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 107
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 108
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 109
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 110
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 111
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 112
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 113
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 114
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 115
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 116
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 117
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 118
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 119
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 120
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 121
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 122
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 123
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 124
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 125
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 126
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 127
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 128
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 129
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 130
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 131
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 132
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 133
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 134
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 135
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 136
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 137
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 138
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 139
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 140
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 141
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 142
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 143
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 144
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 145
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 146
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 147
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 148
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 149
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 150
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 151
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 152
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 153
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 154
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 155
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 156
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 157
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 158
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 159
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 160
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 161
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 162
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 163
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 164
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 165
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 166
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 167
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 168
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 169
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 170
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 171
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 172
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 173
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 174
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 175
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 176
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 177
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 178
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 179
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 180
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 181
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 182
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 183
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 184
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 185
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 186
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 187
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 188
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 189
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 190
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 191
IEEE Geoscience and Remote Sensing Magazine - June 2019 - 192
IEEE Geoscience and Remote Sensing Magazine - June 2019 - Cover3
IEEE Geoscience and Remote Sensing Magazine - June 2019 - Cover4
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2023
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2023
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2023
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2023
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2022
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2022
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2022
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2022
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2021
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2021
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2021
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2021
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2020
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2020
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2020
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2020
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2019
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2019
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2019
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2019
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2018
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2018
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2018
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2018
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2017
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2017
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2017
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2017
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2016
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2016
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2016
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2016
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2015
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2015
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2015
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2015
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2014
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2014
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2014
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2014
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2013
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2013
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2013
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2013
https://www.nxtbookmedia.com