test_gs_kin_4


This macro converts and displays a stream of environmental sensors data sets obtained using the _protocol_set_ feature.
/**
* Macro for data evaluation on PhotosynQ.org
* by: David M. Kramer
* created: 2017-05-12 @ 11:07:27 

The macro converts a stream of environmental data sets obtained using the _protocol_set_ feature 
into arrays and displays them.

For example, the following protocol will take temperature_humidity_pressure2, and light_intensity
once per second for 20 times. 
[{ "_protocol_set_": 
[
	{
		"environmental": [
		["temperature_humidity_pressure2"],
        ["light_intensity"]
		], 
     "protocols":20,
     "protocols_delay":1000 
	}  
] v
}]  
 
The macro will generate one array for each sensor, i.,e. temperature2, humidity2 and PAR,
as well as time. The time array is not displayed unless you un-comment the following line:

 //output.timescale = output.time; 
 
Note: It is important to exclude data sets that are arrays, especially data_raw. This is done 
by adding the "data_raw"] to the list e xclude_these:

var exclude_these=["data_raw"];
 
The macro can be modified to exclude the output and display of other the paramters by adding 
the names to the list called exclude_these. For example, I do not wa nt to see "data_raw", "r", 
"g", "b", "light_intensity_raw"    

var exclude_these=["data_raw", "r", "g", "b", "light_inte nsity_raw"];

*/ 


// Define the output object here 
var output = {}; 
 
output.tags=json.tags;

output.keys=Object.keys(json).join(",");  

// Check if the key time exists in json
if (json.time !== undefined){
 
   //add values to exclude from the analyses
   var exclude_these=["data_raw", "r", "g", "b", "light_intensity_raw"];

	keys = Object.keys(json.set[2]); //find the keys to the sensors
   t=Object.keys(json.set[2]).join(","); //join them in a string for display
   output.keys=t;
   number_sensors=keys.length;  // find the number of sensors
  
   output.number_sensors=number_sensors; //display the number of sensors
	 
  
   // Add key time and value to output
   number_measurements=json.set.length;  	
   output.number_measurements=number_measurements;
 
  // var number_sensors = json.set[1]
 for (var j=0; j< number_sensors; j++){
  
   use_this_key=keys[j]; 
   if (exclude_these.indexOf(use_this_key)<0){
   temp=[];
  var i; 
   for (i=1; i < number_measurements-1; i++){
     var t=json.set[i][use_this_key];
     temp.push(t);
   }
   output[use_this_key]=temp;
   }
 }
  
 //output.timescale = output.time;
}

var first_pt=31;
var slope_point=34;
var steady_state_point =88;

var slope1=[];
var slope2=[];
var slope3=[];
var dif_hum=[];
var dif_pres=[];
for (i=2; i<output.humidity2.length-1; i++){
  dif_hum.push(output.humidity2[i]-output.humidity[i]);
  dif_pres.push(output.pressure2[i]-output.pressure[i]);
  slope1.push(output.humidity2[i]-output.humidity2[i-1]);
  slope2.push((output.humidity2[i]-output.humidity2[i-2])/2);
  temp=[output.humidity2[i],output.humidity2[i-2], output.humidity2[i-3]];
  
   var m,a,b,c;
  var linreg = MathLINREG([1,2,3], temp);

  slope3.push(-1*linreg.m);
}
output.dif_pres=dif_pres;
output.dif_hum=dif_hum;
/*
output.temp=keys[0];

output.max_slope1=MathROUND(MathMAX(slope1),2);
output.max_slope2=MathROUND(MathMAX(slope2),2);
var baseline=slope3[27];
output.max_slope3=MathROUND(MathMAX(slope3.slice(32,60))-baseline,2);
output.slope1=slope1;
output.slope2=slope2;
output.slope3=slope3;

output.first_value=MathROUND(output.humidity2[first_pt ],2);
output.slope_value=MathROUND(output.humidity2[slope_point],2);
output.initial_slope=MathROUND((output.humidity2[slope_point]-output.humidity2[first_pt])/(slope_point-first_pt),2);
output.rh_change=MathROUND(output.humidity2[steady_state_point]-output.humidity2[first_pt],2);

output.rh_change_2=MathROUND((MathMAX(output.humidity2.slice(31,60))-MathMIN(output.humidity2.slice(20,40))),2);
 

var dt=[];
for (i=0; i< number_measurements; i++){
	dt.push(json.set[i].time - json.set[0].time);
}
  
output.dt=dt;
output.bar="-25.00 ▉▉▉▉▉▉▉▉▉▉▢▢▢▢▢▢▢▢▢▢▋🔴 1000";

output.leaf_color='rgb(68,189,120)';
*/  

// M=RH(leaf)*T(leaf)-RH(air)*T(air)
// constant*(delta_RH)/M  
  
output.T_air_C=MathROUND(MathMEAN(output.temperature2.slice(31,90)),4);
output.T_leaf_C=MathROUND(MathMEAN(output.contactless_temp.slice(80,90)), 4);
output.T_air=MathROUND(output.T_air_C+273.15, 4);
output.T_leaf=MathROUND(output.T_leaf_C+273.15, 4);

output.RH_air=MathROUND(output.humidity2[90]/100,4);
   

 
output.M_C=MathROUND(output.T_leaf_C-output.RH_air*output.T_air_C,4);
output.gs_C=MathROUND(output.rh_change_2/output.M_C,4); 

output.M=MathROUND(output.T_leaf-output.RH_air*output.T_air,4);
output.gs=MathROUND(output.rh_change_2/output.M,4);
// Return data
output.leaf_air_T_diff=output.T_leaf-output.T_air; 
output.leaf_air_T_diff_rel=(output.T_leaf-output.T_air)/output.T_air; 
output.test_gs=MathMAX(output.dif_hum.slice(40,60))-output.dif_hum[40];
output.test_gs_r=output.dif_hum[48]-output.dif_hum[43];

output.test_gs_r_2=output.dif_hum[88]-output.dif_hum[83]; 

output.test_gs_nondiff=output.humidity2[48]-output.humidity2[43];
output.test_gs_nondiff_2=output.humidity2[57]-output.humidity2[43];
   
 
return output;       

{
  "time": 1504297370647,
  "device_name": "MultispeQ",
  "device_version": "1",
  "device_id": "01:12:52:59",
  "device_battery": 60,
  "device_firmware": 1.2021,
  "sample": [
    [
      {
        "time": 1504297370647,
        "light_intensity_raw": 0,
        "data_raw": [

        ],
        "protocol_id": 1,
        "set": [
          {
            "time": 1504297370647,
            "blank:": "blank"
          },
          {
            "time": 1504297370656,
            "label": "",
            "temperature": 26.63,
            "humidity": 35.783,
            "pressure": 991.14,
            "temperature2": 26.83,
            "humidity2": 35.801,
            "pressure2": 991.211,
            "contactless_temp": 26.86,
            "data_raw": [

            ]
          },
          {
            "time": 1504297371059,
            "label": "",
            "temperature": 26.63,
            "humidity": 35.519,
            "pressure": 991.113,
            "temperature2": 26.83,
            "humidity2": 35.27,
            "pressure2": 991.171,
            "contactless_temp": 24.75,
            "data_raw": [

            ]
          },
          {
            "time": 1504297374074,
            "label": "",
            "temperature": 26.63,
            "humidity": 35.42,
            "pressure": 991.133,
            "temperature2": 26.84,
            "humidity2": 35.093,
            "pressure2": 991.211,
            "contactless_temp": 25.15,
            "data_raw": [

            ]
          },
          {
            "time": 1504297374477,
            "label": "",
            "temperature": 26.63,
            "humidity": 35.32,
            "pressure": 991.122,
            "temperature2": 26.83,
            "humidity2": 34.926,
            "pressure2": 991.176,
            "contactless_temp": 26.04,
            "data_raw": [

            ]
          },
          {
            "time": 1504297374880,
            "label": "",
            "temperature": 26.63,
            "humidity": 35.231,
            "pressure": 991.131,
            "temperature2": 26.83,
            "humidity2": 34.815,
            "pressure2": 991.193,
            "contactless_temp": 25.19,
            "data_raw": [

            ]
          },
          {
            "time": 1504297375283,
            "label": "",
            "temperature": 26.63,
            "humidity": 35.132,
            "pressure": 991.136,
            "temperature2": 26.84,
            "humidity2": 34.738,
            "pressure2": 991.209,
            "contactless_temp": 25.19,
            "data_raw": [

            ]
          },
          {
            "time": 1504297375686,
            "label": "",
            "temperature": 26.64,
            "humidity": 35.055,
            "pressure": 991.121,
            "temperature2": 26.84,
            "humidity2": 34.671,
            "pressure2": 991.205,
            "contactless_temp": 26.04,
            "data_raw": [

            ]
          },
          {
            "time": 1504297376090,
            "label": "",
            "temperature": 26.64,
            "humidity": 34.988,
            "pressure": 991.11,
            "temperature2": 26.84,
            "humidity2": 34.604,
            "pressure2": 991.195,
            "contactless_temp": 26.08,
            "data_raw": [

            ]
          },
          {
            "time": 1504297376493,
            "label": "",
            "temperature": 26.64,
            "humidity": 34.933,
            "pressure": 991.113,
            "temperature2": 26.84,
            "humidity2": 34.538,
            "pressure2": 991.15,
            "contactless_temp": 25.23,
            "data_raw": [

            ]
          },
          {
            "time": 1504297376896,
            "label": "",
            "temperature": 26.64,
            "humidity": 34.866,
            "pressure": 991.131,
            "temperature2": 26.84,
            "humidity2": 34.472,
            "pressure2": 991.154,
            "contactless_temp": 25.23,
            "data_raw": [

            ]
          },
          {
            "time": 1504297377299,
            "label": "",
            "temperature": 26.65,
            "humidity": 34.822,
            "pressure": 991.121,
            "temperature2": 26.84,
            "humidity2": 34.428,
            "pressure2": 991.147,
            "contactless_temp": 25.23,
            "data_raw": [

            ]
          },
          {
            "time": 1504297377702,
            "label": "",
            "temperature": 26.65,
            "humidity": 34.756,
            "pressure": 991.093,
            "temperature2": 26.85,
            "humidity2": 34.384,
            "pressure2": 991.215,
            "contactless_temp": 26.08,
            "data_raw": [

            ]
          },
          {
            "time": 1504297378105,
            "label": "",
            "temperature": 26.65,
            "humidity": 34.723,
            "pressure": 991.131,
            "temperature2": 26.85,
            "humidity2": 34.329,
            "pressure2": 991.149,
            "contactless_temp": 26.14,
            "data_raw": [

            ]
          },
          {
            "time": 1504297378508,
            "label": "",
            "temperature": 26.65,
            "humidity": 34.668,
            "pressure": 991.151,
            "temperature2": 26.85,
            "humidity2": 34.295,
            "pressure2": 991.187,
            "contactless_temp": 25.23,
            "data_raw": [

            ]
          },
          {
            "time": 1504297378911,
            "label": "",
            "temperature": 26.65,
            "humidity": 34.635,
            "pressure": 991.114,
            "temperature2": 26.85,
            "humidity2": 34.262,
            "pressure2": 991.156,
            "contactless_temp": 25.23,
            "data_raw": [

            ]
          },
          {
            "time": 1504297379314,
            "label": "",
            "temperature": 26.65,
            "humidity": 34.602,
            "pressure": 991.129,
            "temperature2": 26.85,
            "humidity2": 34.218,
            "pressure2": 991.189,
            "contactless_temp": 25.29,
            "data_raw": [

            ]
          },
          {
            "time": 1504297379717,
            "label": "",
            "temperature": 26.66,
            "humidity": 34.568,
            "pressure": 991.123,
            "temperature2": 26.85,
            "humidity2": 34.174,
            "pressure2": 991.16,
            "contactless_temp": 25.23,
            "data_raw": [

            ]
          },
          {
            "time": 1504297380120,
            "label": "",
            "temperature": 26.65,
            "humidity": 34.524,
            "pressure": 991.159,
            "temperature2": 26.85,
            "humidity2": 34.141,
            "pressure2": 991.162,
            "contactless_temp": 26.14,
            "data_raw": [

            ]
          },
          {
            "time": 1504297380523,
            "label": "",
            "temperature": 26.66,
            "humidity": 34.491,
            "pressure": 991.142,
            "temperature2": 26.85,
            "humidity2": 34.107,
            "pressure2": 991.162,
            "contactless_temp": 26.08,
            "data_raw": [

            ]
          },
          {
            "time": 1504297380926,
            "label": "",
            "temperature": 26.66,
            "humidity": 34.458,
            "pressure": 991.128,
            "temperature2": 26.85,
            "humidity2": 34.086,
            "pressure2": 991.185,
            "contactless_temp": 25.29,
            "data_raw": [

            ]
          },
          {
            "time": 1504297381329,
            "label": "",
            "temperature": 26.66,
            "humidity": 34.436,
            "pressure": 991.126,
            "temperature2": 26.85,
            "humidity2": 34.062,
            "pressure2": 991.178,
            "contactless_temp": 26.14,
            "data_raw": [

            ]
          },
          {
            "time": 1504297381732,
            "label": "",
            "temperature": 26.66,
            "humidity": 34.414,
            "pressure": 991.157,
            "temperature2": 26.86,
            "humidity2": 34.03,
            "pressure2": 991.183,
            "contactless_temp": 25.23,
            "data_raw": [

            ]
          },
          {
            "time": 1504297382135,
            "label": "",
            "temperature": 26.67,
            "humidity": 34.393,
            "pressure": 991.136,
            "temperature2": 26.86,
            "humidity2": 34.008,
            "pressure2": 991.19,
            "contactless_temp": 25.29,
            "data_raw": [

            ]
          },
          {
            "time": 1504297382538,
            "label": "",
            "temperature": 26.67,
            "humidity": 34.37,
            "pressure": 991.164,
            "temperature2": 26.86,
            "humidity2": 33.986,
            "pressure2": 991.169,
            "contactless_temp": 27,
            "data_raw": [

            ]
          },
          {
            "time": 1504297382941,
            "label": "",
            "temperature": 26.67,
            "humidity": 34.37,
            "pressure": 991.149,
            "temperature2": 26.87,
            "humidity2": 33.997,
            "pressure2": 991.2,
            "contactless_temp": 26.14,
            "data_raw": [

            ]
          },
          {
            "time": 1504297383344,
            "label": "",
            "temperature": 26.67,
            "humidity": 34.393,
            "pressure": 991.176,
            "temperature2": 26.87,
            "humidity2": 34.031,
            "pressure2": 991.22,
            "contactless_temp": 26.94,
            "data_raw": [

            ]
          },
          {
            "time": 1504297383747,
            "label": "",
            "temperature": 26.67,
            "humidity": 34.426,
            "pressure": 991.146,
            "temperature2": 26.87,
            "humidity2": 34.086,
            "pressure2": 991.219,
            "contactless_temp": 26.94,
            "data_raw": [

            ]
          },
          {
            "time": 1504297384150,
            "label": "",
            "temperature": 26.67,
            "humidity": 34.459,
            "pressure": 991.128,
            "temperature2": 26.87,
            "humidity2": 34.142,
            "pressure2": 991.183,
            "contactless_temp": 25.29,
            "data_raw": [

            ]
          },
          {
            "time": 1504297384553,
            "label": "",
            "temperature": 26.68,
            "humidity": 34.504,
            "pressure": 991.145,
            "temperature2": 26.87,
            "humidity2": 34.197,
            "pressure2": 991.203,
            "contactless_temp": 26.14,
            "data_raw": [

            ]
          },
          {
            "time": 1504297384956,
            "label": "",
            "temperature": 26.67,
            "humidity": 34.536,
            "pressure": 991.139,
            "temperature2": 26.88,
            "humidity2": 34.265,
            "pressure2": 991.2,
            "contactless_temp": 25.29,
            "data_raw": [

            ]
          },
          {
            "time": 1504297385359,
            "label": "",
            "temperature": 26.68,
            "humidity": 34.593,
            "pressure": 991.157,
            "temperature2": 26.88,
            "humidity2": 34.331,
            "pressure2": 991.218,
            "contactless_temp": 25.29,
            "data_raw": [

            ]
          },
          {
            "time": 1504297385762,
            "label": "",
            "temperature": 26.68,
            "humidity": 34.637,
            "pressure": 991.159,
            "temperature2": 26.88,
            "humidity2": 34.386,
            "pressure2": 991.191,
            "contactless_temp": 26.14,
            "data_raw": [

            ]
          },
          {
            "time": 1504297386165,
            "label": "",
            "temperature": 26.68,
            "humidity": 34.682,
            "pressure": 991.165,
            "temperature2": 26.88,
            "humidity2": 34.442,
            "pressure2": 991.206,
            "contactless_temp": 27,
            "data_raw": [

            ]
          },
          {
            "time": 1504297386568,
            "label": "",
            "temperature": 26.68,
            "humidity": 34.726,
            "pressure": 991.154,
            "temperature2": 26.88,
            "humidity2": 34.498,
            "pressure2": 991.215,
            "contactless_temp": 25.29,
            "data_raw": [

            ]
          },
          {
            "time": 1504297386971,
            "label": "",
            "temperature": 26.69,
            "humidity": 34.759,
            "pressure": 991.187,
            "temperature2": 26.88,
            "humidity2": 34.553,
            "pressure2": 991.206,
            "contactless_temp": 27,
            "data_raw": [

            ]
          },
          {
            "time": 1504297387374,
            "label": "",
            "temperature": 26.69,
            "humidity": 34.793,
            "pressure": 991.157,
            "temperature2": 26.88,
            "humidity2": 34.598,
            "pressure2": 991.217,
            "contactless_temp": 25.29,
            "data_raw": [

            ]
          },
          {
            "time": 1504297387777,
            "label": "",
            "temperature": 26.68,
            "humidity": 34.848,
            "pressure": 991.153,
            "temperature2": 26.89,
            "humidity2": 34.653,
            "pressure2": 991.223,
            "contactless_temp": 27,
            "data_raw": [

            ]
          },
          {
            "time": 1504297388180,
            "label": "",
            "temperature": 26.69,
            "humidity": 34.881,
            "pressure": 991.157,
            "temperature2": 26.89,
            "humidity2": 34.708,
            "pressure2": 991.219,
            "contactless_temp": 25.29,
            "data_raw": [

            ]
          },
          {
            "time": 1504297388582,
            "label": "",
            "temperature": 26.69,
            "humidity": 34.903,
            "pressure": 991.203,
            "temperature2": 26.89,
            "humidity2": 34.753,
            "pressure2": 991.234,
            "contactless_temp": 25.29,
            "data_raw": [

            ]
          },
          {
            "time": 1504297388986,
            "label": "",
            "temperature": 26.69,
            "humidity": 34.947,
            "pressure": 991.209,
            "temperature2": 26.89,
            "humidity2": 34.786,
            "pressure2": 991.222,
            "contactless_temp": 26.14,
            "data_raw": [

            ]
          },
          {
            "time": 1504297389388,
            "label": "",
            "temperature": 26.69,
            "humidity": 34.98,
            "pressure": 991.181,
            "temperature2": 26.9,
            "humidity2": 34.831,
            "pressure2": 991.23,
            "contactless_temp": 25.29,
            "data_raw": [

            ]
          },
          {
            "time": 1504297389792,
            "label": "",
            "temperature": 26.69,
            "humidity": 35.003,
            "pressure": 991.207,
            "temperature2": 26.9,
            "humidity2": 34.864,
            "pressure2": 991.234,
            "contactless_temp": 26.14,
            "data_raw": [

            ]
          },
          {
            "time": 1504297390195,
            "label": "",
            "temperature": 26.7,
            "humidity": 35.037,
            "pressure": 991.192,
            "temperature2": 26.9,
            "humidity2": 34.897,
            "pressure2": 991.224,
            "contactless_temp": 25.29,
            "data_raw": [

            ]
          },
          {
            "time": 1504297390598,
            "label": "",
            "temperature": 26.7,
            "humidity": 35.07,
            "pressure": 991.171,
            "temperature2": 26.9,
            "humidity2": 34.941,
            "pressure2": 991.211,
            "contactless_temp": 27,
            "data_raw": [

            ]
          },
          {
            "time": 1504297391000,
            "label": "",
            "temperature": 26.7,
            "humidity": 35.081,
            "pressure": 991.145,
            "temperature2": 26.9,
            "humidity2": 34.964,
            "pressure2": 991.21,
            "contactless_temp": 26.14,
            "data_raw": [

            ]
          },
          {
            "time": 1504297391403,
            "label": "",
            "temperature": 26.7,
            "humidity": 35.104,
            "pressure": 991.173,
            "temperature2": 26.91,
            "humidity2": 34.953,
            "pressure2": 991.201,
            "contactless_temp": 25.29,
            "data_raw": [

            ]
          },
          {
            "time": 1504297391806,
            "label": "",
            "temperature": 26.7,
            "humidity": 35.104,
            "pressure": 991.149,
            "temperature2": 26.91,
            "humidity2": 34.887,
            "pressure2": 991.18,
            "contactless_temp": 25.29,
            "data_raw": [

            ]
          },
          {
            "time": 1504297392210,
            "label": "",
            "temperature": 26.7,
            "humidity": 35.07,
            "pressure": 991.152,
            "temperature2": 26.9,
            "humidity2": 34.81,
            "pressure2": 991.202,
            "contactless_temp": 25.29,
            "data_raw": [

            ]
          },
          {
            "time": 1504297392613,
            "label": "",
            "temperature": 26.7,
            "humidity": 35.004,
            "pressure": 991.144,
            "temperature2": 26.9,
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}
Dave in cap img 4615
Created by

David M. Kramer


Protocol connections:
1
Latest Update:
Sep 2017