function [data, auxData, metaData, txtData, weights] = mydata_Coccinella_septempunctata 

%% set metaData
metaData.phylum     = 'Arthropoda'; 
metaData.class      = 'Insecta'; 
metaData.order      = 'Coleoptera'; 
metaData.family     = 'Coccinellidae';
metaData.species    = 'Coccinella_septempunctata'; 
metaData.species_en = 'Seven-spot ladybird';

metaData.ecoCode.climate = {'A','C','D'};
metaData.ecoCode.ecozone = {'TH','TPi'};
metaData.ecoCode.habitat = {'0iTh','0iTf','0iTi','0iTs','0iTg'};
metaData.ecoCode.embryo  = {'Th'};
metaData.ecoCode.migrate = {};
metaData.ecoCode.food    = {'biCii'};
metaData.ecoCode.gender  = {'D'};
metaData.ecoCode.reprod  = {'O'};

metaData.T_typical  = C2K(25); % K, body temp
metaData.data_0     = {'ab'; 'astar'; 'aj'; 'ae'; 'am'; 'Le'; 'Li'; 'Ww0'; 'Wwj'; 'Wwe'; 'Wwi'; 'pAi'; 'Ri'};
metaData.data_1     = {'T-ab'; 'T-aj'; 'T-ae'; 'T-Ri'; 'T-am'; 't-Ww_f'; 't-L'};

metaData.COMPLETE = 3.5; % using criteria of LikaKear2011

metaData.author   = {'Josef Koch','Kim Rakel','Heike Fremdt','Daniela Jans','Andre Gergs','Thomas Preuss'};         
metaData.date_subm = [2025 05 23];
metaData.email    = {'koch@gaiac-eco.de'};        
metaData.address  = {'gaiac - Research Institute for Ecosystem Analysis and Assessment, Aachen, Germany'};  

metaData.curator     = {'Bas Kooijman'}; 
metaData.email_cur   = {'bas.kooijman@vu.nl'};  
metaData.date_acc    = [2025 05 24]; 

%% set data
% zero-variate data

%------ Sund1966
% food:
% larvae prey: Myzus persicae (SULZER) reared on Brassica napus napobrassica (L.) RCHB imagos were fed with aphids and honey

data.ahT21 = 5;    units.ahT21 = 'd';    label.ahT21 = 'age at hatch';    bibkey.ahT21 = 'Sund1966';   
  temp.ahT21 = C2K(21);  units.temp.ahT21 = 'K';    label.temp.ahT21 = 'temperature';
  comment.ahT21 = 'sample size N = 67';
  
data.teT21 = 8.5;    units.teT21 = 'd';    label.teT21 = 'time since pupation at emergence';    bibkey.teT21 = 'Sund1966';   
  temp.teT21 = C2K(21);  units.temp.teT21 = 'K';    label.temp.teT21 = 'temperature';
  comment.teT21 = 'sample size N = 67';
  
data.RiT21 = 814/ 65;    units.RiT21  = '#/d';    label.RiT21  = 'maximum reprod rate';    bibkey.RiT21  = 'Sund1966';   
  temp.RiT21 = C2K(25);    units.temp.RiT21 = 'K';    label.temp.RiT21 = 'temperature';
  comment.RiT21 = 'sample size N = 14';


%------ OmkaSriv2003
% food: Lipaphis erysimi (Kalt.)
% other food sources of lower quality also presented in same study, may be added at a later point

data.ahT25 = 2.42;    units.ahT25 = 'd';    label.ahT25 = 'age at hatch';    bibkey.ahT25 = 'OmkaSriv2003';   
  temp.ahT25 = C2K(25);   units.temp.ahT25 = 'K';    label.temp.ahT25 = 'temperature';
  comment.ahT25 = 'initial sample size N = 10';
  
data.t1T25 = 1.72;    units.t1T25 = 'd';    label.t1T25 = 'duration of instar 1';    bibkey.t1T25 = 'OmkaSriv2003';   
  temp.t1T25 = C2K(25);    units.temp.t1T25 = 'K';    label.temp.t1T25 = 'temperature';
  comment.t1T25 = 'initial sample size N = 10';
  
data.t2T25 = 1.64;    units.t2T25 = 'd';    label.t2T25 = 'duration of instar 2';    bibkey.t2T25 = 'OmkaSriv2003';   
  temp.t2T25 = C2K(25);    units.temp.t2T25 = 'K';    label.temp.t2T25 = 'temperature';
  comment.t2T25 = 'initial sample size N = 10';
  
data.t3T25 = 1.84;    units.t3T25 = 'd';    label.t3T25 = 'duration of instar 3';    bibkey.t3T25 = 'OmkaSriv2003';   
  temp.t3T25 = C2K(25);    units.temp.t3T25 = 'K';    label.temp.t3T25 = 'temperature';
  comment.t3T25 = 'initial sample size N = 10';
  
data.t4T25 = 2.75;    units.t4T25 = 'd';    label.t4T25 = 'duration of instar 4';    bibkey.t4T25 = 'OmkaSriv2003';   
  temp.t4T25 = C2K(25);    units.temp.t4T25 = 'K';    label.temp.t4T25 = 'temperature';
  comment.t4T25 = 'initial sample size N = 10';

data.teT25 = 2.81 + 0.74;    units.teT25 = 'd';    label.teT25 = 'time since pupation at emergence';    bibkey.teT25 = 'OmkaSriv2003';   
  temp.teT25 = C2K(25);    units.temp.teT25 = 'K';    label.temp.teT25 = 'temperature';
  comment.teT25 = 'initial sample size N = 10; pre-pupation time included';  
  
data.tR125 = 8.20;    units.tR125 = 'd';    label.tR125 = 'pre-oviposition period';    bibkey.tR125 = 'OmkaSriv2003';   
  temp.tR125 = C2K(25);   units.temp.tR125 = 'K';    label.temp.tR125 = 'temperature';
  
data.RiT25 = 1764.1/ 69.8;    units.RiT25  = '#/d';    label.RiT25  = 'maximum reprod rate';    bibkey.RiT25  = 'OmkaSriv2003';   
  temp.RiT25 = C2K(25);    units.temp.RiT25 = 'K';    label.temp.RiT25 = 'temperature';
  comment.RiT25 = 'fecundity/ oviposition period'; 

data.Ww1T25 = 0.00226;    units.Ww1T25 = 'g';    label.Ww1T25 = 'wet weight of instar 1';    bibkey.Ww1T25 = 'OmkaSriv2003';

data.Ww2T25 = 0.00555;    units.Ww2T25 = 'g';    label.Ww2T25 = 'wet weight of instar 2';    bibkey.Ww2T25 = 'OmkaSriv2003';

data.Ww3T25 = 0.01063;    units.Ww3T25 = 'g';    label.Ww3T25 = 'wet weight of instar 3';    bibkey.Ww3T25 = 'OmkaSriv2003';

data.Ww4T25 = 0.01979;    units.Ww4T25 = 'g';    label.Ww4T25 = 'wet weight of instar 4';    bibkey.Ww4T25 = 'OmkaSriv2003';

data.WwjT25 = 0.01505;    units.WwjT25 = 'g';    label.WwjT25 = 'wet weight of pupa';    bibkey.WwjT25 = 'OmkaSriv2003';

data.WweT25 = 0.04063;    units.WweT25 = 'g';    label.WweT25 = 'wet weight of female imago after emergence';    bibkey.WweT25 = 'OmkaSriv2003';


%------ ObryOrr1990
% food: Diet of water, a Wheast-honey mixture, and a daily supply of R. maidis OR A. pisum
% for now only data on A. pisum used

data.ahT23 = 3.8;    units.ahT23 = 'd';    label.ahT23 = 'age at hatch';    bibkey.ahT23 = 'ObryOrr1990';   
  temp.ahT23 = C2K(23);   units.temp.ahT23 = 'K';    label.temp.ahT23 = 'temperature';
  comment.ahT23 = 'initial sample size N = 59';

data.t1T23 = 3.1;    units.t1T23 = 'd';    label.t1T23 = 'duration of instar 1';    bibkey.t1T23 = 'ObryOrr1990';   
  temp.t1T23 = C2K(23);    units.temp.t1T23 = 'K';    label.temp.t1T23 = 'temperature';
  comment.t1T23 = 'initial sample size N = 59';
  
data.t2T23 = 2.2;    units.t2T23 = 'd';    label.t2T23 = 'duration of instar 2';    bibkey.t2T23 = 'ObryOrr1990';   
  temp.t2T23 = C2K(23);    units.temp.t2T23 = 'K';    label.temp.t2T23 = 'temperature';
  comment.t2T23 = 'initial sample size N = 59';
  
data.t3T23 = 2.4;    units.t3T23 = 'd';    label.t3T23 = 'duration of instar 3';    bibkey.t3T23 = 'ObryOrr1990';   
  temp.t3T23 = C2K(23);    units.temp.t3T23 = 'K';    label.temp.t3T23 = 'temperature';
  comment.t3T23 = 'initial sample size N = 59';
  
data.t4T23 = 5.4;    units.t4T23 = 'd';    label.t4T23 = 'duration of instar 4';    bibkey.t4T23 = 'ObryOrr1990';   
  temp.t4T23 = C2K(23);    units.temp.t4T23 = 'K';    label.temp.t4T23 = 'temperature';
  comment.t4T23 = 'initial sample size N = 59';
 
data.teT23 = 6.3;    units.teT23 = 'd';    label.teT23 = 'time since pupation at emergence';    bibkey.teT23 = 'ObryOrr1990';   
  temp.teT23 = C2K(23);    units.temp.teT23 = 'K';    label.temp.teT23 = 'temperature';
  comment.teT23 = 'initial sample size N = 59; pre-pupation time not reported';

data.WweT23 = 0.0377;    units.WweT23 = 'g';    label.WweT23 = 'wet weight of female imago after emergence';    bibkey.WweT23 = 'ObryOrr1990';

data.L1eT23 = 0.765;    units.L1eT23 = 'cm';    label.L1eT23 = 'body length of female imago after emergence';    bibkey.L1eT23 = 'ObryOrr1990';

data.L2eT23 = 0.591;    units.L2eT23 = 'cm';    label.L2eT23 = 'body width female imago after emergence';    bibkey.L2eT23 = 'ObryOrr1990';


%------ SingSing1993
% food: Lipaphis erysimi (Kalt.)

data.ahT28 = 3;    units.ahT28 = 'd';    label.ahT28 = 'age at hatch';    bibkey.ahT28 = 'SingSing1993';   
  temp.ahT28 = C2K(28);   units.temp.ahT28 = 'K';    label.temp.ahT28 = 'temperature';

data.t1T28 = 1.76;    units.t1T28 = 'd';    label.t1T28 = 'duration of instar 1';    bibkey.t1T28 = 'SingSing1993';   
  temp.t1T28 = C2K(28);    units.temp.t1T28 = 'K';    label.temp.t1T28 = 'temperature';
  comment.t1T28 = 'sample size N = 20';
  
data.t2T28 = 1.80;    units.t2T28 = 'd';    label.t2T28 = 'duration of instar 2';    bibkey.t2T28 = 'SingSing1993';   
  temp.t2T28 = C2K(28);    units.temp.t2T28 = 'K';    label.temp.t2T28 = 'temperature';
  comment.t2T28 = 'sample size N = 20';
  
data.t3T28 = 2.40;    units.t3T28 = 'd';    label.t3T28 = 'duration of instar 3';    bibkey.t3T28 = 'SingSing1993';   
  temp.t3T28 = C2K(28);    units.temp.t3T28 = 'K';    label.temp.t3T28 = 'temperature';
  comment.t3T28 = 'sample size N = 20';
  
data.t4T28 = 3.15;    units.t4T28 = 'd';    label.t4T28 = 'duration of instar 4';    bibkey.t4T28 = 'SingSing1993';   
  temp.t4T28 = C2K(28);    units.temp.t4T28 = 'K';    label.temp.t4T28 = 'temperature';
  comment.t4T28 = 'sample size N = 20';

data.teT28 = 6.30 + 0.38;    units.teT28 = 'd';    label.teT28 = 'time since pupation at emergence';    bibkey.teT28 = 'SingSing1993';   
  temp.teT28 = C2K(28);    units.temp.teT28 = 'K';    label.temp.teT28 = 'temperature';
  comment.teT28 = 'sample size N = 20; pre-pupation time included';  
  
data.tR128 = 6.66;    units.tR128 = 'd';    label.tR128 = 'pre-oviposition period';    bibkey.tR128 = 'SingSing1993';   
  temp.tR128 = C2K(28);   units.temp.tR128 = 'K';    label.temp.tR128 = 'temperature';
  
data.RiT28 = 634.75/ 13.33;    units.RiT28  = '#/d';    label.RiT28  = 'maximum reprod rate';    bibkey.RiT28  = 'SingSing1993';   
  temp.RiT28 = C2K(28);    units.temp.RiT28 = 'K';    label.temp.RiT28 = 'temperature';
  comment.RiT28 = 'fecundity/ oviposition period';

data.aemT28 = 26.74;    units.aemT28 = 'd';    label.aemT28 = 'life span of female imago';    bibkey.aemT28 = 'SingSing1993';
  temp.aemT28 = C2K(28);  units.temp.aemT28 = 'K'; label.temp.aemT28 = 'temperature'; 
  comment.aemT28 = 'mean life span of female';


%------ FaroZhu2020
% food: Rhopalosiphum padi
% other food sources of slightly lower quality also presented in same study, may be added at a later point

data.ahT24 = 3.56;    units.ahT24 = 'd';    label.ahT24 = 'age at hatch';    bibkey.ahT24 = 'FaroZhu2020';   
  temp.ahT24 = C2K(24);   units.temp.ahT24 = 'K';    label.temp.ahT24 = 'temperature';
  comment.ahT24 = 'sample size N = 50';

data.t1T24 = 2.00;    units.t1T24 = 'd';    label.t1T24 = 'duration of instar 1';    bibkey.t1T24 = 'FaroZhu2020';   
  temp.t1T24 = C2K(24);    units.temp.t1T24 = 'K';    label.temp.t1T24 = 'temperature';
  comment.t1T24 = 'sample size N = 45';
  
data.t2T24 = 2.00;    units.t2T24 = 'd';    label.t2T24 = 'duration of instar 2';    bibkey.t2T24 = 'FaroZhu2020';   
  temp.t2T24 = C2K(24);    units.temp.t2T24 = 'K';    label.temp.t2T24 = 'temperature';
  comment.t2T24 = 'sample size N = 43';
  
data.t3T24 = 2.47;    units.t3T24 = 'd';    label.t3T24 = 'duration of instar 3';    bibkey.t3T24 = 'FaroZhu2020';   
  temp.t3T24 = C2K(24);    units.temp.t3T24 = 'K';    label.temp.t3T24 = 'temperature';
  comment.t3T24 = 'sample size N = 38';
  
data.t4T24 = 2.29;    units.t4T24 = 'd';    label.t4T24 = 'duration of instar 4';    bibkey.t4T24 = 'FaroZhu2020';   
  temp.t4T24 = C2K(24);    units.temp.t4T24 = 'K';    label.temp.t4T24 = 'temperature';
  comment.t4T24 = 'sample size N = 35';

data.teT24 = 3.17 + 1.00;    units.teT24 = 'd';    label.teT24 = 'time since pupation at emergence';    bibkey.teT24 = 'FaroZhu2020';   
  temp.teT24 = C2K(24);    units.temp.teT24 = 'K';    label.temp.teT24 = 'temperature';
  comment.teT24 = 'sample size N = 29; pre-pupation time included';  
  
data.tR124 = 3.26;    units.tR124 = 'd';    label.tR124 = 'pre-oviposition period';    bibkey.tR124 = 'FaroZhu2020';   
  temp.tR124 = C2K(24);   units.temp.tR124 = 'K';    label.temp.tR124 = 'temperature';
  
data.RiT24 = 760.05/ 25.16;    units.RiT24  = '#/d';    label.RiT24  = 'maximum reprod rate';    bibkey.RiT24  = 'FaroZhu2020';   
  temp.RiT24 = C2K(24);    units.temp.RiT24 = 'K';    label.temp.RiT24 = 'temperature';
  comment.RiT24 = 'fecundity/ oviposition period';

data.aemT24 = 48.16;    units.aemT24 = 'd';    label.aemT24 = 'life span of female imago';    bibkey.aemT24 = 'FaroZhu2020';
  temp.aemT24 = C2K(24);  units.temp.aemT24 = 'K'; label.temp.aemT24 = 'temperature'; 
  comment.aemT24 = 'mean life span of female';


%------ Sing1976
% food: Lipaphis erysimi (Kalt.)

data.pA1T27 = 25020;    units.pA1T27  = 'J/g.d';    label.pA1T27  = 'dry-weight-specific assimilation rate at instar 1';    bibkey.pA1T27  = 'Sing1976';   
  temp.pA1T27 = C2K(27);    units.temp.pA1T27 = 'K';    label.temp.pA1T27 = 'temperature';
  
data.pA2T27 = 29832;    units.pA2T27  = 'J/g.d';    label.pA2T27  = 'dry-weight-specific assimilation rate at instar 2';    bibkey.pA2T27  = 'Sing1976';   
  temp.pA2T27 = C2K(27);    units.temp.pA2T27 = 'K';    label.temp.pA2T27 = 'temperature';
  
data.pA3T27 = 37196;    units.pA3T27  = 'J/g.d';    label.pA3T27  = 'dry-weight-specific assimilation rate at instar 3';    bibkey.pA3T27  = 'Sing1976';   
  temp.pA3T27 = C2K(27);    units.temp.pA3T27 = 'K';    label.temp.pA3T27 = 'temperature';
  
data.pA4T27 = 37321;    units.pA4T27  = 'J/g.d';    label.pA4T27  = 'dry-weight-specific assimilation rate at instar 4';    bibkey.pA4T27  = 'Sing1976';   
  temp.pA4T27 = C2K(27);    units.temp.pA4T27 = 'K';    label.temp.pA4T27 = 'temperature';
  
data.pAeT27 = 49162;    units.pAeT27  = 'J/g.d';    label.pAeT27  = 'dry-weight-specific assimilation rate of imago';    bibkey.pAeT27  = 'Sing1976';   
  temp.pAeT27 = C2K(27);    units.temp.pAeT27 = 'K';    label.temp.pAeT27 = 'temperature';

  
%------ KaluHode2004
% food: Acyrthosiphon pisum
% other food sources of slightly lower quality also presented in same study, may be added at a later point

data.tjT25 = 8.9;    units.tjT25 = 'd';    label.tjT25 = 'time since hatch at pupation';    bibkey.tjT25 = 'KaluHode2004';   
  temp.tjT25 = C2K(25);    units.temp.tjT25 = 'K';    label.temp.tjT25 = 'temperature';
  comment.tjT25 = 'sample size N = 30';

data.WweT252 = 0.0388;    units.WweT252 = 'g';    label.WweT252 = 'wet weight of female imago after emergence';    bibkey.WweT252 = 'KaluHode2004';
  

%------ Other

% food: Myzus persicae
data.Ww0 = 0.000187;    units.Ww0 = 'g';    label.Ww0 = 'initial wet weight of an egg';    bibkey.Ww0 = 'ChatNaz2020';

% food: Acyrthosiphon pisum
data.Wwj = 0.0424;    units.Wwj = 'g';    label.Wwj = 'wet weight of fresh pupa';    bibkey.Wwj = 'Baye2024';

% food: Acyrthosiphon pisum
data.Ww14d = 0.0390;    units.Ww14d = 'g';    label.Ww14d = 'wet weight of female imago after emergence (14 d old)';    bibkey.Ww14d = 'Baye2024';

% food: Acyrthosiphon pisum
data.Ww21d = 0.0659;    units.Ww21d = 'g';    label.Ww21d = 'wet weight of older female imago (21 d old)';    bibkey.Ww21d = 'Baye2024';

% food: Acyrthosiphon pisum
data.L114d = 0.769;    units.L114d = 'cm';    label.L114d = 'body length of female imago after emergence (14 d old)';    bibkey.L114d = 'Baye2024';

% food: Acyrthosiphon pisum
data.L214d = 0.588;    units.L214d = 'cm';    label.L214d = 'body width of female imago after emergence (14 d old)';    bibkey.L214d = 'Baye2024';

% food: Acyrthosiphon pisum
data.Wwj2 = 0.0415;    units.Wwj2 = 'g';    label.Wwj2 = 'wet weight of fresh pupa';    bibkey.Wwj2 = 'Baye2024';

% food: Acyrthosiphon pisum
data.Ww14d2 = 0.0359;    units.Ww14d2 = 'g';    label.Ww14d2 = 'wet weight of female imago after emergence (14 d old)';    bibkey.Ww14d2 = 'Baye2024';

% food: Acyrthosiphon pisum
data.Ww24d = 0.0658;    units.Ww24d = 'g';    label.Ww24d = 'wet weight of older female imago (24 d old)';    bibkey.Ww24d = 'Baye2024';

% food: Acyrthosiphon pisum
data.L114d2 = 0.720;    units.L114d2 = 'cm';    label.L114d2 = 'body length of female imago after emergence (14 d old)';    bibkey.L114d2 = 'Baye2024';

% food: Acyrthosiphon pisum
data.L214d2 = 0.552;    units.L214d2 = 'cm';    label.L214d2 = 'body width of female imago after emergence (14 d old)';    bibkey.L214d2 = 'Baye2024';

% food: Acyrthosiphon pisum
data.L124d = 0.756;    units.L124d = 'cm';    label.L124d = 'body length of female imago after emergence (24 d old)';    bibkey.L124d = 'Baye2024';

% food: Acyrthosiphon pisum
data.L224d = 0.555;    units.L224d = 'cm';    label.L224d = 'body width of female imago after emergence (24 d old)';    bibkey.L224d = 'Baye2024';



% uni-variate data

%------ TrilFrei1996

% temperature - mean age at hatch
data.Tab = [ ... % temperature (C), mean age at hatch (d)
    12	21.1
    13	14.4
    15	13.6
    15	12.7
    15	12.2
    15	10.8
    16	8.0
    17	7.6
    18	8.9
    18	4.7
    20	5.7
    20	5.1
    21	5.4
    21	3.7
    22	4.2
    22	3.5
    24	3.7
    25	3.5
    25	2.7
    27	2.6
    28	3.1
    29	2.3
    30	2.6
    30	2.2
    32	2.3
    35	2.5
    35	1.9];
units.Tab = {'C', 'd'};  label.Tab = {'temperature', 'age at hatch'};
bibkey.Tab = 'TrilFrei1996';

% temperature - mean larval development time
data.Ttj = [ ... % temperature (C), mean larval development time (d)
    15	36.6
    15	36.0
    15	35.3
    16	34.9
    17	31.0
    17	18.4
    18	22.6
    20	20.9
    20	20.0
    20	19.3
    20	18.6
    20	17.7
    20	17.0
    20	14.1
    21	15.3
    21	13.3
    23	18.2
    23	13.1
    24	9.8
    25	10.8
    25	9.9
    26	10.1
    26	9.1
    27	8.0
    28	10.2
    28	6.4
    30	8.2
    30	7.4
    30	6.7
    32	8.2
    32	6.4
    32	6.0
    35	7.2
    35	5.7];
units.Ttj = {'C', 'd'};  label.Ttj = {'temperature', 'larval development time'};
bibkey.Ttj = 'TrilFrei1996';

% temperature - mean pupal development time
data.Tte = [ ... % temperature (C), mean pupal development time (d)
    15	15.2
    17	13.3
    18	8.3
    20	13.2
    20	8.7
    20	8.0
    21	8.9
    21	7.1
    21	5.7
    23	5.7
    24	4.6
    25	4.4
    26	4.0
    27	3.6
    28	3.2
    29	3.1
    30	3.7
    30	2.8
    31	2.5
    32	3.1
    35	3.4
    35	2.8
    35	2.2];
units.Tte = {'C', 'd'};  label.Tte = {'temperature', 'pupal development time'};
bibkey.Tte = 'TrilFrei1996';


%------ XiaWerf1999
% food: Aphis gossypii

% temperature - maximum reprod rate per female
data.TRi = [ ... % temperature (C), maximum reprod rate per female (#/d)
    20	11.1
    25	22.4
    30	20.5 % temperature becomes stressor
%     35	10.9 % temperature becomes strong stressor
    ];
units.TRi = {'C', '#/d'};  label.TRi = {'temperature', 'maximum reprod rate'};
bibkey.TRi = 'XiaWerf1999';

% temperature - mean imago life span
data.Team = [ ... % temperature (C), mean imago life span (d)
    20	37.6
    25	27.1
    30	19.3
    35	13.7];
units.Team = {'C', 'd'};  label.Team = {'temperature', 'mean imago life span'};
bibkey.Team = 'XiaWerf1999';


%------ Blac1967
% food: Myzus persicae (Brassica); Myzus persicae (Vicia); Acyrthosiphon pisum; Aphis fabae; Megoura viciae; Brevicoryne brassicae

% time - wet weights of larvae fed with Myzus persicae (Brassica)
data.tWwf1 =  [ ... % time since birth (d), wet weight (g)
    5.8     0.00245
    7.5     0.00695
    10.1	0.03023
    11.4	0.04085];
units.tWwf1  = {'d', 'g'}; label.tWwf1 = {'time since birth', 'wet weight'};
temp.tWwf1 = C2K(20);  units.temp.tWwf1 = 'K'; label.temp.tWwf1 = 'temperature';
bibkey.tWwf1 = 'Blac1967';  comment.tWwf1 = 'food: Myzus persicae (Brassica)';

% time - wet weights of larvae fed with Myzus persicae (Vicia)
data.tWwf2 =  [ ... % time since birth (d), wet weight (g)
     4.6    0.00153
     5.8    0.00317
     7.5    0.00797
    10.1	0.02706
    11.4	0.04371];
units.tWwf2  = {'d', 'g'}; label.tWwf2 = {'time since birth', 'wet weight'};
temp.tWwf2 = C2K(20);  units.temp.tWwf2 = 'K'; label.temp.tWwf2 = 'temperature';
bibkey.tWwf2 = 'Blac1967';  comment.tWwf2 = 'food: Myzus persicae (Vicia)';

% time - wet weights of larvae fed with Acyrthosiphon pisum
data.tWwf3 =  [ ... % time since birth (d), wet weight (g)
    4.0     0.00112
    6.1     0.00327
    7.9     0.00919
    9.2     0.01440
    10.4	0.02543
    11.1	0.03769
    12.2	0.04443];
units.tWwf3  = {'d', 'g'}; label.tWwf3 = {'time since birth', 'wet weight'};
temp.tWwf3 = C2K(20);  units.temp.tWwf3 = 'K'; label.temp.tWwf3 = 'temperature';
bibkey.tWwf3 = 'Blac1967';  comment.tWwf3 = 'food: Acyrthosiphon pisum';

% time - wet weights of larvae fed with Aphis fabae
data.tWwf4 =  [ ... % time since birth (d), wet weight (g)
    6.1     0.00409
    7.9     0.01103
    9.2     0.01624
    10.4	0.02625
    11.1	0.03677
    12.2	0.04361];
units.tWwf4  = {'d', 'g'}; label.tWwf4 = {'time since birth', 'wet weight'};
temp.tWwf4 = C2K(20);  units.temp.tWwf4 = 'K'; label.temp.tWwf4 = 'temperature';
bibkey.tWwf4 = 'Blac1967';  comment.tWwf4 = 'food: Aphis fabae';

% time - wet weights of larvae fed with Megoura viciae
data.tWwf5 =  [ ... % time since birth (d), wet weight (g)
    4.0     0.00071
    6.1     0.00235
    7.9     0.00633
    9.2     0.00909
    10.3	0.01491
    11.1	0.02114
    12.2	0.03135
    13.2	0.04024];
units.tWwf5  = {'d', 'g'}; label.tWwf5 = {'time since birth', 'wet weight'};
temp.tWwf5 = C2K(20);  units.temp.tWwf5 = 'K'; label.temp.tWwf5 = 'temperature';
bibkey.tWwf5 = 'Blac1967';  comment.tWwf5 = 'food: Megoura viciae';

% time - wet weights of larvae fed with Brevicoryne brassicae
data.tWwf6 =  [ ... % time since birth (d), wet weight (g)
    4.6     0.00082
    5.8     0.00174
    7.5     0.00327
    8.6     0.00582
    10.0	0.00848
    11.4	0.01420
    12.9	0.02574
    14.6	0.03605];
units.tWwf6  = {'d', 'g'}; label.tWwf6 = {'time since birth', 'wet weight'};
temp.tWwf6 = C2K(20);  units.temp.tWwf6 = 'K'; label.temp.tWwf6 = 'temperature';
bibkey.tWwf6 = 'Blac1967';  comment.tWwf6 = 'food: Brevicoryne brassicae';


%------ Baye2024
% food: Acyrthosiphon pisum

% time - wet weights of larvae
data.tWwB1 =  [ ... % time since birth (d), wet weight (g)
0.5	0.00055 % 0.5 d means 0-24 h since hatch, which is noted as 1 d in the original test protocol
1.5	0.00101
2.5	0.00247
3.5	0.00500
4.5	0.01218
5.5	0.02627
6.5	0.04245
% 7.5	0.04283 % late larval non growth phase shortly before pupation
];
units.tWwB1  = {'d', 'g'}; label.tWwB1 = {'time since birth', 'wet weight'};  
temp.tWwB1 = C2K(25);  units.temp.tWwB1 = 'K'; label.temp.tWwB1 = 'temperature';
bibkey.tWwB1 = 'Baye2024';  comment.tWwB1 = 'sample size N = 10';

% time - wet weights of larvae
data.tWwB2 =  [ ... % time since birth (d), wet weight (g)
0.5	0.000474 % 0.5 d means 0-24 h since hatch, which is noted as 1 d in the original test protocol
1.5	0.001139
2.5	0.002877
3.5	0.007322
4.5	0.010182
5.5	0.021420
6.5	0.039952
% 7.5	0.042613 % late larval non growth phase shortly before pupation
];
units.tWwB2  = {'d', 'g'}; label.tWwB2 = {'time since birth', 'wet weight'};  
temp.tWwB2 = C2K(25);  units.temp.tWwB2 = 'K'; label.temp.tWwB2 = 'temperature';
bibkey.tWwB2 = 'Baye2024';  comment.tWwB2 = 'sample size N = 10';

% time - body length of larvae
data.tL1 =  [ ... % time since birth (d), body length (cm)
0.5	0.273 % 0.5 d means 0-24 h since hatch, which is noted as 1 d in the original test protocol
1.5	0.350
2.5	0.472
3.5	0.634
4.5	0.832
5.5	1.036
6.5	1.183
% 7.5	1.074 % late larval non growth phase shortly before pupation
];
units.tL1  = {'d', 'cm'}; label.tL1 = {'time since birth', 'larval length'};  
temp.tL1 = C2K(25);  units.temp.tL1 = 'K'; label.temp.tL1 = 'temperature';
bibkey.tL1 = 'Baye2024';  comment.tL1 = 'sample size N = 10';

% time - body length of larvae
data.tL12 =  [ ... % time since birth (d), body length (cm)
0.5	0.247 % 0.5 d means 0-24 h since hatch, which is noted as 1 d in the original test protocol
1.5	0.366
2.5	0.492
3.5	0.673
4.5	0.788
5.5	0.986
6.5	1.167
% 7.5	1.162 % late larval non growth phase shortly before pupation
];
units.tL12  = {'d', 'cm'}; label.tL12 = {'time since birth', 'larval length'};  
temp.tL12 = C2K(25);  units.temp.tL12 = 'K'; label.temp.tL12 = 'temperature';
bibkey.tL12 = 'Baye2024';  comment.tL12 = 'sample size N = 10';

% time - body width of larvae
data.tL2 =  [ ... % time since birth (d), body width (cm)
0.5	0.074 % 0.5 d means 0-24 h since hatch, which is noted as 1 d in the original test protocol
1.5	0.094
2.5	0.124
3.5	0.167
4.5	0.250
5.5	0.310
6.5	0.376
% 7.5	0.366 % late larval non growth phase shortly before pupation
];
units.tL2  = {'d', 'cm'}; label.tL2 = {'time since birth', 'larval width'};  
temp.tL2 = C2K(25);  units.temp.tL2 = 'K'; label.temp.tL2 = 'temperature';
bibkey.tL2 = 'Baye2024';  comment.tL2 = 'sample size N = 10';

% time - body width of larvae
data.tL22 =  [ ... % time since birth (d), body width (cm)
0.5	0.066 % 0.5 d means 0-24 h since hatch, which is noted as 1 d in the original test protocol
1.5	0.094
2.5	0.130
3.5	0.176
4.5	0.209
5.5	0.262
6.5	0.313
% 7.5	0.339 % late larval non growth phase shortly before pupation
];
units.tL22  = {'d', 'cm'}; label.tL22 = {'time since birth', 'larval width'};  
temp.tL22 = C2K(25);  units.temp.tL22 = 'K'; label.temp.tL22 = 'temperature';
bibkey.tL22 = 'Baye2024';  comment.tL22 = 'sample size N = 10';

%% set weights for all real data
weights = setweights(data, []);

%% set pseudodata and respective weights
[data, units, label, weights] = addpseudodata(data, units, label, weights);

%% pack auxData and txtData for output
auxData.temp = temp;
txtData.units = units;
txtData.label = label;
txtData.bibkey = bibkey;
txtData.comment = comment;

%% Group plots

set1 = {'tWwB1', 'tWwB2',}; subtitle1 = {'Data for two replicated test runs'};
set2 = {'tWwf1', 'tWwf2', 'tWwf3', 'tWwf4', 'tWwf5', 'tWwf6'}; subtitle2 = {'Data for Myzus persicae (Brassica), Myzus persicae (Vicia), Acyrthosiphon pisum, Aphis fabae, Megoura viciae, Brevicoryne brassicae'};
set3 = {'tL1', 'tL12',}; subtitle3 = {'Data for two replicated test runs'};
set4 = {'tL2', 'tL22',}; subtitle4 = {'Data for two replicated test runs'};
metaData.grp.sets = {set1, set2, set3, set4};
metaData.grp.subtitle = {subtitle1, subtitle2, subtitle3, subtitle4};

%% Discussion points

D1 = 'For now, this entry focuses only on females';
D2 = 'It is assumed that energetic investment in the reproduction buffer takes place during the imago stage (synovigeny) because (a) imagos still feed on live prey, and (b) the wet weight of total reproductive output exceeds the adult female wet weight by a lot (making reproductive investment only during the larval phase implausible)';
D3 = 'Since ovary development takes place after emergence in the female imago, we assume an additional maturation phase after emergence';
D4 = 'Pupation is triggered by a maturity threshold at the end of the larval growth phase';
D5 = 'The phase from pupation until emergence is modeled analogous to the model variants hex and hax';
D6 = 'During the final maturation phase after emergence, the imago feeds, does not grow, and all energy not needed for maintenance goes to maturity';
D7 = 'Puberty is reached at the end of the final maturation phase after emergence';
D8 = 'At puberty the imago still feeds, and does not grow, and all energy not needed for maintenance goes to egg production (like in the abp model)';
D9 = 'Due to the above considerations, the model can be thought of as an extension of the abp model with an added pupa and a preoviposition phase';
D10 = 'Whenever studies reported the pre-pupa duration, here it was added to the pupa phase due to functional similarity (neither feeding nor growth take place)';
D11 = 'Not all developmental studies reported the pre-pupa duration, meaning that it was either included in the larval or the pupal duration; however since the pre-pupa phase was always very short, the resulting uncertainty is considered tolerable';
metaData.discussion = struct('D1',D1, 'D2',D2, 'D3',D3, 'D4',D4, 'D5',D5, 'D6',D6, 'D7',D7, 'D8',D8, 'D9',D9, 'D10',D10, 'D11',D11);

%% Facts
F1 = 'Development of ovaries takes place after emergence in the female imago';
metaData.bibkey.F1 = 'PhooObry1995';
F2 = 'Imagos continue feeding on aphids';
metaData.bibkey.F2 = 'JalaReit2019';
metaData.facts = struct('F1',F1, 'F2',F2);

%% Links 
metaData.links.id_CoL = 'C9GBS'; % Cat of Life
metaData.links.id_ITIS = '114347'; % ITIS
metaData.links.id_EoL = '1174745'; % Ency of Life
metaData.links.id_Wiki = 'Coccinella_septempunctata'; % Wikipedia
metaData.links.id_ADW = 'Coccinella_septempunctata'; % ADW
metaData.links.id_Taxo = '25934'; % Taxonomicon
metaData.links.id_WoRMS = '150817'; % WoRMS

%% References
bibkey = 'Wiki'; type = 'Misc'; bib = ...
'howpublished = {\url{https://en.wikipedia.org/wiki/Coccinella_septempunctata}}';
metaData.biblist.(bibkey) = ['''@', type, '{', bibkey, ', ' bib, '}'';'];
%
bibkey = 'Kooy2010'; type = 'Book'; bib = [ ...  % used in setting of chemical parameters and pseudodata
'author = {Kooijman, S.A.L.M.}, ' ...
'year = {2010}, ' ...
'title  = {Dynamic Energy Budget theory for metabolic organisation}, ' ...
'publisher = {Cambridge Univ. Press, Cambridge}, ' ...
'pages = {Table 4.2 (page 150), 8.1 (page 300)}, ' ...
'howpublished = {\url{../../../bib/Kooy2010.html}}'];
metaData.biblist.(bibkey) = ['''@', type, '{', bibkey, ', ' bib, '}'';'];
%
bibkey = 'OmkaSriv2003'; type = 'Article'; bib = [ ... 
'author = {Omkar and Srivastava, S.}, ' ...
'year = {2003}, ' ...
'title = {Influence of six aphid prey species on development and reproduction of a ladybird beetle, \emph{Coccinella septempunctata}}, ' ...
'journal = {BioControl}, ' ...
'volume = {48}, ' ...
'pages = {379-393}'];
metaData.biblist.(bibkey) = ['''@', type, '{', bibkey, ', ' bib, '}'';'];
%
% bibkey = 'SarwSaqi2011'; type = 'Article'; bib = [ ... 
% 'author = {Sarwar, M. and Saqib, S.M.}, ' ...
% 'year = {2010}, ' ...
% 'title = {Rearing of Predatory Seven Spotted Ladybird Beetle \emph{Coccinella septempunctata} L. (Coleoptera: Coccinellidae) on Natural and Artificial Diets Under Laboratory Conditions}, ' ...
% 'journal = {Pakistan J. Zool.}, ' ...
% 'volume = {42(1)}, ' ...
% 'pages = {47--51}'];
% metaData.biblist.(bibkey) = ['''@', type, '{', bibkey, ', ' bib, '}'';'];
% 
bibkey = 'KaluHode2004'; type = 'Article'; bib = [ ... 
'author = {Kalushkov, P. and Hodek, I.}, ' ...
'year = {2004}, ' ...
'title = {The effects of thirteen species of aphids on some life history parameters of the ladybird \emph{Coccinella septempunctata}}, ' ...
'journal = {BioControl}, ' ...
'volume = {49}, ' ...
'pages = {21-32}'];
metaData.biblist.(bibkey) = ['''@', type, '{', bibkey, ', ' bib, '}'';'];
%
bibkey = 'ObryOrr1990'; type = 'Article'; bib = [ ... 
'author = {Obrycki, J.J and Orr, C.J.}, ' ...
'year = {1990}, ' ...
'title = {Suitability of Three Prey Species for {N}earctic Populations of \emph{Coccinella septempunctata}, \emph{Hippodamia variegata}, and \emph{Propylea quatuordecimpunctata} ({C}oleoptera: {C}occinellidae)}, ' ...
'journal = {J. Econ. Entomol.}, ' ...
'volume = {83(4)}, ' ...
'pages = {1292-1297}'];
metaData.biblist.(bibkey) = ['''@', type, '{', bibkey, ', ' bib, '}'';'];
%
bibkey = 'ChatNaz2020'; type = 'Article'; bib = [ ... 
'author = {Chatha, A.M.M. and Naz, S.}, ' ...
'year = {2020}, ' ...
'title = {Effect of parasitized prey on prey consumption, survival, growth, and development of \emph{Coccinella septempunctata} {L}. ({C}oleoptera: {C}occinellidae) under laboratory conditions}, ' ...
'journal = {Egyptian Journal of Biological Pest Control}, ' ...
'volume = {30:80}, ' ...
'pages = {1-6}'];
metaData.biblist.(bibkey) = ['''@', type, '{', bibkey, ', ' bib, '}'';'];
% 
bibkey = 'Blac1967'; type = 'Article'; bib = [ ... 
'author = {Blackman, R.L.}, ' ...
'year = {1967}, ' ...
'title = {The effects of different aphid foods on \emph{Adalia bipunctata} {L}. and \emph{Coccinella 7-punctata} {L}.}, ' ...
'journal = {Ann. appl. Biol.}, ' ...
'volume = {59}, ' ...
'pages = {207-219}'];
metaData.biblist.(bibkey) = ['''@', type, '{', bibkey, ', ' bib, '}'';'];
% 
bibkey = 'FaroZhu2020'; type = 'Article'; bib = [ ... 
'author = {Farooq, M. and Zhu, X. and Shakeel, M. and Iftikhar, A. and Shahid, M.R. and Saeed, N. and Shahid Arain, M.}, ' ...
'year = {2020}, ' ...
'title = {Comparative analysis of the demographic parameters of seven spotted ladybird beetle ({C}oleoptera: {C}occinellidae) reared on various host aphid species}, ' ...
'journal = {PeerJ}, ' ...
'volume = {8}, ' ...
'pages = {e8313}'];
metaData.biblist.(bibkey) = ['''@', type, '{', bibkey, ', ' bib, '}'';'];
%
bibkey = 'TrilFrei1996'; type = 'Book'; bib = [ ... 
'author = {Triltsch, H. and Freier, B. and M\"{o}wes, M.}, ' ...
'year = {1996}, ' ...
'title = {Marienk\"{a}fer ({C}oleoptera, {C}occinellidae) als N\"{u}tzlinge in agrarischen \"{O}kosystemen}, ' ...
'publisher = {Mitteilungen aus der Biologischen Bundesanstalt f\"{u}r Land- und Forstwirtschaft}, ' ...
'pages = {Figure 8 (page 29)}'];
metaData.biblist.(bibkey) = ['''@', type, '{', bibkey, ', ' bib, '}'';'];
%
bibkey = 'XiaWerf1999'; type = 'Article'; bib = [ ... 
'author = {Xia, J.Y. and Van der Werf, W. and Rabbinge, R.}, ' ...
'year = {1999}, ' ...
'title = {Temperature and prey density on bionomics of \emph{Coccinella septempunctata} ({C}oleoptera: {C}occinellidae) feeding on \emph{Aphis gossypii} ({H}omoptera: {A}phididae) on cotton}, ' ...
'journal = {Environmental Entomology}, ' ...
'volume = {28(2)}, ' ...
'pages = {307-314}'];
metaData.biblist.(bibkey) = ['''@', type, '{', bibkey, ', ' bib, '}'';'];
%
bibkey = 'Sund1966'; type = 'Article'; bib = [ ... 
'author = {Sundby, R.A.}, ' ...
'year = {1966}, ' ...
'title = {A comparative study of the efficiency of three predatory insects \emph{Coccinella septempunctata} L. [{C}oleoptera, {C}occinellidae], \emph{Chrysopa carnea} St. [{N}europtera, {C}hrysopidae] and \emph{Syrphus ribesii} L. [Diptera, Syrphidae] at two different temperatures}, ' ...
'journal = {Entomophaga}, ' ...
'volume = {11(4)}, ' ...
'pages = {395-404}'];
metaData.biblist.(bibkey) = ['''@', type, '{', bibkey, ', ' bib, '}'';'];
%
bibkey = 'SingSing1993'; type = 'Article'; bib = [ ... 
'author = {Singh, D. and Singh, H.}, ' ...
'year = {1993}, ' ...
'title = {Biology of lady bird beetle, \emph{Coccinella septempunctata} {L}inn}, ' ...
'journal = {Annals of Biology}, ' ...
'volume = {9(2)}, ' ...
'pages = {250-253}'];
metaData.biblist.(bibkey) = ['''@', type, '{', bibkey, ', ' bib, '}'';'];
%
bibkey = 'Sing1976'; type = 'Article'; bib = [ ... 
'author = {Singhal R.N.}, ' ...
'year = {1976}, ' ...
'title = {Food energy budget for the ''ladybird'' beetle \emph{Coccinella septempunctata} {L}.}, ' ...
'journal = {International Journal of Ecology and Environmental Sciences}, ' ...
'volume = {2}, ' ...
'pages = {97-106}'];
metaData.biblist.(bibkey) = ['''@', type, '{', bibkey, ', ' bib, '}'';'];
%
bibkey = 'Baye2024'; type = 'Misc'; bib = [ ... 
'year = {2024}, ' ...
'howpublished = {unpblished data}'];
metaData.biblist.(bibkey) = ['''@', type, '{', bibkey, ', ' bib, '}'';'];
%
bibkey = 'JalaReit2019'; type = 'Article'; bib = [ ...
'author = {Jalali, M.A. and Reitz, S. and Mehrnejad, M.R. and Ranjbar, F. and Ziaaddini, M.}, ' ...
'year = {2019}, ' ...
'title = {Food Utilization, Development, and Reproductive Performance of \emph{Coccinella septempunctata} ({C}oleoptera: {C}occinellidae) Feeding on an Aphid or {P}sylla Prey Species}, ' ...
'journal = {Journal of Economic Entomology}, ' ...
'volume = {112(2)}, ' ...
'pages = {571-576}'];
metaData.biblist.(bibkey) = ['''@', type, '{', bibkey, ', ' bib, '}'';'];
%
bibkey = 'PhooObry1995'; type = 'Article'; bib = [ ...
'author = {Phoofolo, M.W. and Obrycki, J.J. and Krafsur, E.S.}, ' ...
'year = {1995}, ' ...
'title = {Temperature-Dependent Ovarian Development in \emph{Coccinella septempunctata} ({C}oleoptera: {C}occinellidae)}, ' ...
'journal = {Annals of the Entomological Society of America}, ' ...
'volume = {88(1)}, ' ...
'pages = {72-79}'];
metaData.biblist.(bibkey) = ['''@', type, '{', bibkey, ', ' bib, '}'';'];


