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content.yml
1 | # This YAML file holds some of the content of the website, for convenience. | 1 | # This YAML file holds some of the content of the website, for convenience. |
2 | # Learn YAML, it's worth it: http://sweetohm.net/article/introduction-yaml.html | 2 | # Learn YAML, it's worth it: http://sweetohm.net/article/introduction-yaml.html |
3 | +# /!. IF YOU BREAK THIS FILE YOU BREAK THE WEBSITE. TREAD CAREFULLY. | ||
3 | 4 | ||
4 | # Metadata about this website | 5 | # Metadata about this website |
5 | meta: | 6 | meta: |
@@ -12,12 +13,341 @@ meta: | @@ -12,12 +13,341 @@ meta: | ||
12 | email: agoutenoir@irap.omp.eu | 13 | email: agoutenoir@irap.omp.eu |
13 | 14 | ||
14 | 15 | ||
15 | -# The hero block (aka. jumbotron) is the top-level, salient block | ||
16 | -# It's like a welcoming mat :) | ||
17 | -hero: | ||
18 | - title: Estimate your travel carbon footprint | ||
19 | - # Using a pipe (|) allows you to set multiline content | ||
20 | - # Careful, indentation matters. | ||
21 | - description: | | ||
22 | - Travel footpint calculator provided by D. Barret | ||
23 | - (IRAP, CNRS, twitter:@DidierBarret, didier.barret@gmail.com). | ||
24 | \ No newline at end of file | 16 | \ No newline at end of file |
17 | +# The content is Markdown. HTML is also allowed. | ||
18 | +# If you also want Markdown in the titles, just ask. | ||
19 | +home: | ||
20 | + # The hero block (aka. jumbotron) is the top-level, salient block | ||
21 | + # It's like a welcoming mat :) | ||
22 | + hero: | ||
23 | + title: Estimate your travel carbon footprint | ||
24 | + # Using a pipe (|) allows you to set multiline content | ||
25 | + # Careful, indentation matters. | ||
26 | + description: | | ||
27 | + Travel footpint calculator provided by Didier Barret | ||
28 | + <br> | ||
29 | + <span class="glyphicon glyphicon-globe" aria-hidden="true"></span> | ||
30 | + CNRS, | ||
31 | + <span class="glyphicon glyphicon-home" aria-hidden="true"></span> | ||
32 | + [IRAP](http://www.irap.omp.eu), | ||
33 | + <span class="glyphicon glyphicon-user" aria-hidden="true"></span> | ||
34 | + [@DidierBarret](https://twitter.com/DidierBarret), | ||
35 | + <span class="glyphicon glyphicon-envelope" aria-hidden="true"></span> | ||
36 | + [didier.barret@gmail.com](mailto:didier.barret@gmail.com) | ||
37 | + | ||
38 | + | ||
39 | + sections: | ||
40 | + # Add as many sections as you want. | ||
41 | + # Three blocks per section ; if you want another amount, it can be done, please ask. | ||
42 | + - blocks: | ||
43 | + | ||
44 | + - title: What does this do? | ||
45 | + content: | | ||
46 | + The tool helps computing your travel carbon footprint | ||
47 | + for a **round trip** from a given location, | ||
48 | + for a set of visited cities (listed in the input excel sheet). | ||
49 | + | ||
50 | + Similarly, the tool allows to compute the travel footprint | ||
51 | + of a conference/meeting/etc. | ||
52 | + (the originating city of each participant is provided in the input excel sheet). | ||
53 | + | ||
54 | + It can also return the city that would minimize the travel footprint | ||
55 | + assuming the same audience of the conference/meeting. | ||
56 | + | ||
57 | + While online CO<sub>2</sub> calculators enable to compute the footprint | ||
58 | + for a limited number of trips with detailed trip information | ||
59 | + (e.g. connecting flights), | ||
60 | + this tool enables to compute the footprint of a larger number of travels, | ||
61 | + making some assumptions, e.g. to model connecting flights. | ||
62 | + | ||
63 | + For short distance travels, the CO<sub>2</sub> footprint associated with trains | ||
64 | + is calculated and added to the air travel footprint. | ||
65 | + | ||
66 | + ### Original Motivation | ||
67 | + | ||
68 | + Global warming is a threat for life on our planet. | ||
69 | + Emissions of carbon dioxide by aircraft were 0.14 Gt C/year in 1992. | ||
70 | + This was between 2% of total anthropogenic carbon dioxide emissions in 1992 | ||
71 | + or about 13% of carbon dioxide emissions from all transportation sources | ||
72 | + (Intergovernmental panel on climate change, report 1999). | ||
73 | + | ||
74 | + Due to an increasing demand and the growth of the world economy, | ||
75 | + the number has grown since then, reaching closer to 3% nowadays, | ||
76 | + a number which will keep growing. | ||
77 | + | ||
78 | + Carrying scientific research requires traveling all across the world, | ||
79 | + but time has come to critically look at the way we carry research, | ||
80 | + with the aim of raising awareness and reducing our environmental impact, | ||
81 | + whenever possible. | ||
82 | + In this context, it is worth looking at what the carbon footprint | ||
83 | + of travels associated with the development of a large project, | ||
84 | + such as the Athena X-ray Integral Field Unit, | ||
85 | + is and implement actions to reduce it. | ||
86 | + The consortium involved in the development of the X-ray Integral Field Unit | ||
87 | + for the flagship Athena Space X-ray observatory of the European Space Agency | ||
88 | + involves currently 13 countries, 11 in Europe plus Japan and the United States. | ||
89 | + The amount of traveling required for the project is necessarily large. | ||
90 | + As PI of the X-IFU, my original motivation was to estimate what large meant, | ||
91 | + as an input to discussing actions to reduce our footprint with the members of the consortium. | ||
92 | + | ||
93 | + - title: Which data are used? | ||
94 | + content: | | ||
95 | + There is a growing interest in getting the travel footprint of scientific events, | ||
96 | + such as conferences or large meetings. | ||
97 | + | ||
98 | + Those are based on freely available CO<sub>2</sub> calculators, | ||
99 | + some being relatively to use, requiring very limited user inputs. | ||
100 | + | ||
101 | + However, just by running some of them (including those from Carbon offset companies), | ||
102 | + it is amazing to see how their estimates can differ quite significantly | ||
103 | + (up to a factor of a few for the same trip). | ||
104 | + | ||
105 | + This is because they use different input data and consider different perimeters and assumptions, | ||
106 | + e.g. excluding freight or not, assuming different radiative forcing indices, | ||
107 | + seat accommodation in the plane… | ||
108 | + | ||
109 | + The straight numbers provided should therefore not be taken at face value, | ||
110 | + but should be looked at, for what they include and mean. | ||
111 | + It is also striking to me that there is hardly any scientific literature | ||
112 | + on the comparison between CO<sub>2</sub> calculators, | ||
113 | + although often discrepancies are noticed in some communications, | ||
114 | + more particularly for long distance flights. | ||
115 | + | ||
116 | + Relying on one calculator is therefore not possible. | ||
117 | + This is why I am computing estimates based on different methods. | ||
118 | + This tool thus enables to compute your travel carbon footprint (for round trips), | ||
119 | + based on data provided by 4 independent state-of-the-art emission calculators: | ||
120 | + | ||
121 | + 1. the International Civil Aviation Organization (ICAO), | ||
122 | + 2. the UK Department for Environment, Food & Rural Affairs (DEFRA), | ||
123 | + 3. the ATMOSFAIR German Carbon offsetting company, and finally | ||
124 | + 4. the French Environment & Energy Management Agency (ADEME). | ||
125 | + | ||
126 | + ICAO, DEFRA and ATMOSFAIR have their methodology very well described | ||
127 | + (see resources section below). | ||
128 | + | ||
129 | + I have enquired to ADEME to get more about their methodology. | ||
130 | + ADEME and DEFRA provide mean emission factors as a function of flight distance. | ||
131 | + ADEME considers seat capacity and DEFRA gives emission factors | ||
132 | + as a function of seat type (from economy to first class seat). | ||
133 | + The ADEME emission factors are averaged over the seat capacity | ||
134 | + the coefficients are provided for. | ||
135 | + ATMOSFAIR and ICAO provide on line emission calculators requiring limited user inputs. | ||
136 | + Those on-line calculators have been run for a variety of flight distances, | ||
137 | + so that the estimates (without error bars) could be fitted with linear functions, | ||
138 | + between boundaries arbitrarily set (below 1000 km, between 1000 and 4000 km and above 4000 km). | ||
139 | + | ||
140 | + - title: How does this tool work? | ||
141 | + content: | | ||
142 | + For estimating your own travel footprint, | ||
143 | + the only thing you have to provide is an excel file | ||
144 | + which contains only the different final destinations that you traveled to, | ||
145 | + while the main city (origin) is entered on the form below. | ||
146 | + For estimating the travel footprint of a conference, | ||
147 | + you must provide the city from which each participant departs from | ||
148 | + and enter the host city of the conference in the form below. | ||
149 | + | ||
150 | + The tool then decodes the list of cities in the input excel sheet | ||
151 | + (please check the spelling when filling it up), | ||
152 | + and finds the closest airport within 100 km | ||
153 | + (large airport first and and if no large airports exists, it finds a medium one) | ||
154 | + using the google geolocator. | ||
155 | + This returns the longitude and latitude of the closest airport. | ||
156 | + Cities that cannot be located are ignored from the computation. | ||
157 | + To resolve ambiguity between cities of similar names (e.g. Cambridge), | ||
158 | + I require the name of the country. | ||
159 | + | ||
160 | + From the longitude and latitude of two airports | ||
161 | + (e.g. the host city of a conference and the departing city of an attendee), | ||
162 | + the tool computes the great circle distance (GCD). | ||
163 | + This is the shortest path a plane can follow. | ||
164 | + Short trips (e.g. shorter than 300 km) are accounted by trains. | ||
165 | + Traveling between cities often involve connexions. | ||
166 | + Here I consider a 5% increase of the GCD, as a mean value, | ||
167 | + understanding that it may be less on long flights and more on shorter flights. | ||
168 | + | ||
169 | + The emission factors of DEFRA include a 8% uplift to account for the fact that planes, | ||
170 | + even during direct flight, do not strictly follow the shortest path, | ||
171 | + e.g. to avoid bad weather conditions. | ||
172 | + ICAO adds some constants depending on the flight distance: | ||
173 | + the GCD correction factor is 50 km for GCD less than to 550 km, | ||
174 | + 100 km for GCD between 550 and 5500 km, and 125 km for for GCD above 5500 km. | ||
175 | + ATMOSFAIR adds a systematic 50 km to the GCD. | ||
176 | + For ADEME, there is no indication on whether any GCD correction applies, | ||
177 | + so I will assume the ICAO GCD correction. | ||
178 | + | ||
179 | + CO<sub>2</sub> emissions per passenger take into consideration the load factor | ||
180 | + and are based only on passenger operations | ||
181 | + (i.e. fuel burn associated with belly freight is not charged to the passenger). | ||
182 | + | ||
183 | + Given the corrected GCD so computed, | ||
184 | + I use either the mean emission coefficients or the linear functions | ||
185 | + fitting the data of the on-line calculators. | ||
186 | + Note that there are no error bars on the estimates and very little literature on the topic. | ||
187 | + Only ATMOSFAIR returns whenever available, | ||
188 | + the data from different possible flights, | ||
189 | + considering different airlines. | ||
190 | + It also returns the the average over all airlines. | ||
191 | + | ||
192 | + # Second row of "blocks" | ||
193 | + - blocks: | ||
194 | + | ||
195 | + - title: What about Radiative Forcing? | ||
196 | + content: | | ||
197 | + CO<sub>2</sub> emissions is computed from the total fuel burnt during the flight. | ||
198 | + For ICAO one of ton of fuel leads to `3.16` tons of CO<sub>2</sub> emissions | ||
199 | + (this number accounts for the fuel burning itself and the prep-production and transport phase). | ||
200 | + | ||
201 | + A radiative forcing index of `1.9` is then applied as a multiplier | ||
202 | + to account for the fact that aviation contributes to climate change | ||
203 | + more than just from the emission of CO<sub>2</sub> from burning fuels, | ||
204 | + by releasing gases and particles directly into the upper troposphere | ||
205 | + and lower stratosphere where they have an impact on atmospheric composition. | ||
206 | + These gases and particles include carbon dioxide (CO<sub>2</sub>), | ||
207 | + ozone (O<sub>3</sub>), and methane (CH<sub>4</sub>); | ||
208 | + trigger formation of condensation trails (contrails); | ||
209 | + and may increase cirrus cloudiness; | ||
210 | + all of which contribute to climate change. | ||
211 | + 1.9/2 is recommended by DEFRA and ADEME. | ||
212 | + ATMOSFAIR considers a multiplier of 3, for all emissions above 9000 km. | ||
213 | + ICAO, on the other hand does not include a multiplier, | ||
214 | + waiting for the scientific community to settle on a value. | ||
215 | + So 1.9 seems reasonable, but keep in mind that it comes with some uncertainty. | ||
216 | + You may want to select the ATMOSFAIR forcing index, | ||
217 | + instead of the 1.9 constant. | ||
218 | + The multiplier reaches about 2.8 for flights longer than 5000 km. | ||
219 | + | ||
220 | + - title: Which seat category are you considering? | ||
221 | + content: | | ||
222 | + I am considering only economy seats for the time being. | ||
223 | + Note that DEFRA emission factors are a factor of 3 larger for business class seat | ||
224 | + (which occupy a larger area in the plane). | ||
225 | + A factor of 1.5 should be considered when flying on Premium economy seats | ||
226 | + (ICAO would consider a factor of 2). | ||
227 | + | ||
228 | + - title: What about uncertainties? | ||
229 | + content: | | ||
230 | + I believe that each estimate has an uncertainty between 10 and 25% | ||
231 | + (really this is a best guess, and not substantiated by any statistical analysis and it could be more probably), | ||
232 | + the uncertainty being smaller for shorter flights for which there are more data. | ||
233 | + I would therefore refrain from using the numbers derived as absolute values. | ||
234 | + The results given should be considered indicative, although likely in the right ball park, | ||
235 | + for the assumptions that I make, and the approximation I use, | ||
236 | + e.g. in fitting ICAO and ATMOSFAIR data. | ||
237 | + For flights of average distance less than a few thousands kilometers, | ||
238 | + the results agree reasonably well, between the various estimators, | ||
239 | + which is a good sign. | ||
240 | + Larger differences are found when long distance flights are considered. | ||
241 | + In all cases, the estimates can be used for relative comparisons. | ||
242 | + | ||
243 | + # Third row, etc. | ||
244 | + - blocks: | ||
245 | + | ||
246 | + - title: Considering train travel for short travel distance | ||
247 | + content: | | ||
248 | + There is a minimum distance (by default 300 km) | ||
249 | + under which the calculator excludes flight travel. | ||
250 | + The calculator proposes instead to compute the travel footprint associated with train. | ||
251 | + The French emission factors are between 4 and 5 grams of CO2eq per km per passenger. | ||
252 | + This low value is likely due to the fact that electricity is provided by nuclear plants. | ||
253 | + It is larger by some factor accross Europe. | ||
254 | + Here I am assuming that the French factor are multiplied by a factor of 5. | ||
255 | + This makes train typically 10% less emitting than plane (including radiative forcing). | ||
256 | + | ||
257 | + - title: Additional resources | ||
258 | + content: | | ||
259 | + - Offset your flight with [atmosfair](https://www.atmosfair.de/en/offset/flight) | ||
260 | + - [ADEME](https://www.ecologique-solidaire.gouv.fr/sites/default/files/Info%20GES_Guide%20m%C3%A9thodo.pdf) | ||
261 | + (French Environment & Energy Management Agency) | ||
262 | + - [DEFRA](https://www.gov.uk/government/publications/greenhouse-gas-reporting-conversion-factors-2019) | ||
263 | + emission conversion factors 2019 | ||
264 | + - [DGAC](https://eco-calculateur.dta.aviation-civile.gouv.fr) | ||
265 | + Direction Générale de l'Aviation Civile | ||
266 | + - [ICAO](https://www.icao.int/environmental-protection/carbonoffset/pages/default.aspx) | ||
267 | + Carbon Emissions Calculator | ||
268 | + - L. Hackel [travel footprint calculator](https://lhackel.shinyapps.io/travel_footprint/) | ||
269 | + based on DEFRA emission factors | ||
270 | + | ||
271 | + - content: | | ||
272 | + ### Disclaimer | ||
273 | + | ||
274 | + I am obviously not a carbon footprint authority. | ||
275 | + I provide this as a service to members of the science community | ||
276 | + to get some ideas of travel footprints associated with scientific projects and activities. | ||
277 | + | ||
278 | + ### Confidentiality | ||
279 | + | ||
280 | + The data provided will remain confidential, as will be the results. | ||
281 | + | ||
282 | + There is a minimum distance (by default 300 km) | ||
283 | + under which the calculator excludes flight travel. | ||
284 | + The calculator proposes instead to compute the travel footprint associated with train. | ||
285 | + The French emission factors are between 4 and 5 grams of CO2eq per km per passenger. | ||
286 | + This low value is likely due to the fact that electricity is provided by nuclear plants. | ||
287 | + It is larger by some factor accross Europe. | ||
288 | + Here I am assuming that the French factor are multiplied by a factor of 5. | ||
289 | + This makes train typically 10% less emitting than plane (including radiative forcing). | ||
290 | + | ||
291 | + | ||
292 | +estimate: | ||
293 | + hero: | ||
294 | + title: Request an estimation | ||
295 | + description: | | ||
296 | + The results will be sent to the email address you provided, | ||
297 | + once they are available. | ||
298 | + <br> | ||
299 | + It may take from a few minutes up to a few hours, | ||
300 | + depending on the amount of locations you provided. | ||
301 | + # Labels accept HTML, but not markdown | ||
302 | + # Descriptions accept neither, since we use the HTML title attribute | ||
303 | + form: | ||
304 | + email: | ||
305 | + label: Email Address | ||
306 | + description: Make sure you provide a valid address or you won't receive the results! | ||
307 | + first_name: | ||
308 | + label: First Name | ||
309 | + description: Also known as given name, eg. `Didier`. | ||
310 | + last_name: | ||
311 | + label: Last Name | ||
312 | + description: Also known as family name, eg. `Barret`. | ||
313 | + institution: | ||
314 | + label: Institution / Enterprise | ||
315 | + description: If any? | ||
316 | + comment: | ||
317 | + label: Leave a comment | ||
318 | + description: Any input is appreciated. Everyone's a critic. | ||
319 | + origin_addresses: | ||
320 | + label: Origin Cities | ||
321 | + description: | | ||
322 | + One address per line, in the form `City, Country`. | ||
323 | + Make sure your addresses are correctly spelled. | ||
324 | + placeholder: | | ||
325 | + Paris, France | ||
326 | + Berlin, Germany | ||
327 | + destination_addresses: | ||
328 | + label: Destination Cities | ||
329 | + description: | | ||
330 | + One address per line, in the form `City, Country`. | ||
331 | + Make sure your addresses are correctly spelled. | ||
332 | + placeholder: | | ||
333 | + Washington, United States of America | ||
334 | + compute_optimal_destination: | ||
335 | + label: | | ||
336 | + Compute the destination city that will minimize emissions <br> | ||
337 | + (useful when setting up a meeting/conference) | ||
338 | + description: | | ||
339 | + We will only look through Cities specified in the Destination Cities. | ||
340 | + use_atmosfair_rfi: | ||
341 | + label: | | ||
342 | + Use the <acronym title="Radiative Forcing Index">RFI</acronym> | ||
343 | + multiplier recommended by <a href="https://www.atmosfair.de">atmosfair</a> | ||
344 | + (i.e. <code>3</code> for all emissions above <code>9km</code>) | ||
345 | + <br> | ||
346 | + For long flights, the multiplier may reach <code>2.8</code> or so. | ||
347 | + Otherwise, by default, <code>1.9</code> will be used. | ||
348 | + description: | | ||
349 | + We will only look through Cities specified in the Destination Cities. | ||
350 | + | ||
351 | + | ||
352 | +footer: | ||
353 | + credits: | | ||
354 | + Didier Barret © 2019 | ||
25 | \ No newline at end of file | 355 | \ No newline at end of file |