Thrilled to announce our new paper by Victoria Junquera and Adrienne Grêt-Regamey, "Assessing livelihood vulnerability using a Bayesian network: a case study in northern #Laos”, is now out in @ecologyandsociety1 https://t.co/tEbZmiulDS #openaccess #WomenInSTEM. Short thread👇

This work analyzes the effect of #cashcrop production on livelihood #vulnerability, which we define in terms of the probability distribution of household income.
We use a #Bayesian network to estimate the probability distribution of household income, conditional on biophysical (e.g., yield), household (e.g., agricultural land), and commodity price variables.
By expressing all variables, including stressors such as price volatility and yield variability, as probability distributions, our model explicitly reflects exposure and sensitivity to shocks.
Our results show the effects of household land portfolio, including diversification between cash crops and between cash and food crops, on household income and income variability.
The explicit and graphical representation of income distribution curves makes it straightforward to visualize income #inequalities, e.g., between household types or case study areas.
This approach can be used to identify the household types that have the highest potential to benefit from agricultural #commercialization and can be used to help design policy instruments that act as safety nets, such as subsidized healthcare or insurance.
Also check out Victoria Junqera's other papers on #rubber in northwestern #Laos: https://t.co/vbEMVPlOfp and https://t.co/8U83YSuhhP
This @ETH_en PLUS research was funded by the @snsf_ch @r4d_programme and implemented in partnership with the National University of Laos NUOL.
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॥ॐ॥
अस्य श्री गायत्री ध्यान श्लोक:
(gAyatri dhyAna shlOka)
• This shloka to meditate personified form of वेदमाता गायत्री was given by Bhagwaan Brahma to Sage yAgnavalkya (याज्ञवल्क्य).

• 14th shloka of गायत्री कवचम् which is taken from वशिष्ठ संहिता, goes as follows..


• मुक्ता-विद्रुम-हेम-नील धवलच्छायैर्मुखस्त्रीक्षणै:।
muktA vidruma hEma nIla dhavalachhAyaiH mukhaistrlkShaNaiH.

• युक्तामिन्दुकला-निबद्धमुकुटां तत्वार्थवर्णात्मिकाम्॥
yuktAmindukalA nibaddha makutAm tatvArtha varNAtmikam.

• गायत्रीं वरदाभयाङ्कुश कशां शुभ्रं कपालं गदाम्।
gAyatrIm vardAbhayANkusha kashAm shubhram kapAlam gadAm.

• शंखं चक्रमथारविन्दयुगलं हस्तैर्वहन्ती भजै॥
shankham chakramathArvinda yugalam hastairvahantIm bhajE.

This shloka describes the form of वेदमाता गायत्री.

• It says, "She has five faces which shine with the colours of a Pearl 'मुक्ता', Coral 'विद्रुम', Gold 'हेम्', Sapphire 'नील्', & a Diamond 'धवलम्'.

• These five faces are symbolic of the five primordial elements called पञ्चमहाभूत:' which makes up the entire existence.

• These are the elements of SPACE, FIRE, WIND, EARTH & WATER.

• All these five faces shine with three eyes 'त्रिक्षणै:'.